Dataset statistics
| Number of variables | 57 |
|---|---|
| Number of observations | 372915 |
| Missing cells | 12062488 |
| Missing cells (%) | 56.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 173.1 MiB |
| Average record size in memory | 486.7 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 34 |
| Boolean | 10 |
Forks has constant value "True" | Constant |
Turbocharged has constant value "True" | Constant |
Blade_Extension has constant value "True" | Constant |
Pushblock has constant value "True" | Constant |
Scarifier has constant value "True" | Constant |
Coupler_System has constant value "True" | Constant |
Grouser_Tracks has constant value "True" | Constant |
Backhoe_Mounting has constant value "True" | Constant |
fiModelDesc has a high cardinality: 4639 distinct values | High cardinality |
fiBaseModel has a high cardinality: 1797 distinct values | High cardinality |
fiSecondaryDesc has a high cardinality: 163 distinct values | High cardinality |
fiModelSeries has a high cardinality: 117 distinct values | High cardinality |
fiModelDescriptor has a high cardinality: 134 distinct values | High cardinality |
fiProductClassDesc has a high cardinality: 72 distinct values | High cardinality |
state has a high cardinality: 53 distinct values | High cardinality |
Ride_Control is highly imbalanced (52.8%) | Imbalance |
Transmission is highly imbalanced (75.3%) | Imbalance |
Engine_Horsepower is highly imbalanced (68.9%) | Imbalance |
Hydraulics_Flow is highly imbalanced (89.5%) | Imbalance |
Pattern_Changer is highly imbalanced (94.6%) | Imbalance |
Grouser_Type is highly imbalanced (60.9%) | Imbalance |
Differential_Type is highly imbalanced (92.0%) | Imbalance |
Steering_Controls is highly imbalanced (95.9%) | Imbalance |
auctioneerID has 17459 (4.7%) missing values | Missing |
MachineHoursCurrentMeter has 242638 (65.1%) missing values | Missing |
UsageBand has 304898 (81.8%) missing values | Missing |
fiSecondaryDesc has 122856 (32.9%) missing values | Missing |
fiModelSeries has 323889 (86.9%) missing values | Missing |
fiModelDescriptor has 302791 (81.2%) missing values | Missing |
ProductSize has 197516 (53.0%) missing values | Missing |
Drive_System has 273743 (73.4%) missing values | Missing |
Forks has 359124 (96.3%) missing values | Missing |
Pad_Type has 364445 (97.7%) missing values | Missing |
Ride_Control has 290119 (77.8%) missing values | Missing |
Stick has 296794 (79.6%) missing values | Missing |
Transmission has 221393 (59.4%) missing values | Missing |
Turbocharged has 369048 (99.0%) missing values | Missing |
Blade_Extension has 372379 (99.9%) missing values | Missing |
Blade_Width has 358112 (96.0%) missing values | Missing |
Enclosure_Type has 369554 (99.1%) missing values | Missing |
Engine_Horsepower has 349872 (93.8%) missing values | Missing |
Hydraulics has 77378 (20.7%) missing values | Missing |
Pushblock has 367338 (98.5%) missing values | Missing |
Ripper has 352845 (94.6%) missing values | Missing |
Scarifier has 361390 (96.9%) missing values | Missing |
Tip_Control has 364323 (97.7%) missing values | Missing |
Tire_Size has 327869 (87.9%) missing values | Missing |
Coupler has 344820 (92.5%) missing values | Missing |
Coupler_System has 369861 (99.2%) missing values | Missing |
Grouser_Tracks has 370062 (99.2%) missing values | Missing |
Hydraulics_Flow has 332206 (89.1%) missing values | Missing |
Track_Type has 283243 (76.0%) missing values | Missing |
Undercarriage_Pad_Width has 354851 (95.2%) missing values | Missing |
Stick_Length has 353869 (94.9%) missing values | Missing |
Thumb has 357241 (95.8%) missing values | Missing |
Pattern_Changer has 363802 (97.6%) missing values | Missing |
Grouser_Type has 283243 (76.0%) missing values | Missing |
Backhoe_Mounting has 372895 (> 99.9%) missing values | Missing |
Blade_Type has 308635 (82.8%) missing values | Missing |
Travel_Controls has 363493 (97.5%) missing values | Missing |
Differential_Type has 308097 (82.6%) missing values | Missing |
Steering_Controls has 308133 (82.6%) missing values | Missing |
SalesID has unique values | Unique |
MachineHoursCurrentMeter has 62260 (16.7%) zeros | Zeros |
saleDayOfWeek has 22103 (5.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-25 23:52:59.731106 |
|---|---|
| Analysis finished | 2023-06-25 23:54:31.467872 |
| Duration | 1 minute and 31.74 seconds |
| Software version | pandas-profiling v0.0.dev0 |
| Download configuration | config.json |
SalesID
Real number (ℝ)
| Distinct | 372915 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010255.6 |
| Minimum | 1139246 |
|---|---|
| Maximum | 6333349 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1139246 |
|---|---|
| 5-th percentile | 1217768.1 |
| Q1 | 1415891.5 |
| median | 1630519 |
| Q3 | 2259277.5 |
| 95-th percentile | 4359822.3 |
| Maximum | 6333349 |
| Range | 5194103 |
| Interquartile range (IQR) | 843386 |
Descriptive statistics
| Standard deviation | 1094494.7 |
|---|---|
| Coefficient of variation (CV) | 0.54445548 |
| Kurtosis | 7.0493974 |
| Mean | 2010255.6 |
| Median Absolute Deviation (MAD) | 261434 |
| Skewness | 2.6719756 |
| Sum | 7.4965448 × 1011 |
| Variance | 1.1979186 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1646770 | 1 | < 0.1% |
| 1181577 | 1 | < 0.1% |
| 2404870 | 1 | < 0.1% |
| 1181578 | 1 | < 0.1% |
| 1181801 | 1 | < 0.1% |
| 1181839 | 1 | < 0.1% |
| 1181840 | 1 | < 0.1% |
| 2196192 | 1 | < 0.1% |
| 2438318 | 1 | < 0.1% |
| 2335112 | 1 | < 0.1% |
| Other values (372905) | 372905 |
| Value | Count | Frequency (%) |
| 1139246 | 1 | |
| 1139248 | 1 | |
| 1139249 | 1 | |
| 1139251 | 1 | |
| 1139253 | 1 | |
| 1139255 | 1 | |
| 1139256 | 1 | |
| 1139261 | 1 | |
| 1139272 | 1 | |
| 1139278 | 1 |
| Value | Count | Frequency (%) |
| 6333349 | 1 | |
| 6333348 | 1 | |
| 6333347 | 1 | |
| 6333345 | 1 | |
| 6333344 | 1 | |
| 6333343 | 1 | |
| 6333342 | 1 | |
| 6333341 | 1 | |
| 6333339 | 1 | |
| 6333338 | 1 |
SalePrice
Real number (ℝ)
| Distinct | 933 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32330.512 |
| Minimum | 4750 |
|---|---|
| Maximum | 142000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 4750 |
|---|---|
| 5-th percentile | 8500 |
| Q1 | 15000 |
| median | 25000 |
| Q3 | 42000 |
| 95-th percentile | 83000 |
| Maximum | 142000 |
| Range | 137250 |
| Interquartile range (IQR) | 27000 |
Descriptive statistics
| Standard deviation | 23528.219 |
|---|---|
| Coefficient of variation (CV) | 0.72774038 |
| Kurtosis | 1.9123597 |
| Mean | 32330.512 |
| Median Absolute Deviation (MAD) | 12000 |
| Skewness | 1.4547385 |
| Sum | 1.2056533 × 1010 |
| Variance | 5.5357708 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 7242 | 1.9% |
| 20000 | 6913 | 1.9% |
| 26000 | 6696 | 1.8% |
| 15000 | 6573 | 1.8% |
| 14000 | 6277 | 1.7% |
| 16000 | 6275 | 1.7% |
| 17000 | 6178 | 1.7% |
| 18000 | 6118 | 1.6% |
| 19000 | 6110 | 1.6% |
| 24000 | 6110 | 1.6% |
| Other values (923) | 308423 |
| Value | Count | Frequency (%) |
| 4750 | 153 | < 0.1% |
| 4800 | 16 | < 0.1% |
| 4850 | 4 | < 0.1% |
| 4900 | 17 | < 0.1% |
| 4935 | 1 | < 0.1% |
| 4950 | 2 | < 0.1% |
| 4987 | 2 | < 0.1% |
| 5000 | 703 | |
| 5100 | 35 | < 0.1% |
| 5150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 142000 | 5 | < 0.1% |
| 141000 | 13 | < 0.1% |
| 140000 | 103 | |
| 139000 | 6 | < 0.1% |
| 138900 | 1 | < 0.1% |
| 138000 | 11 | < 0.1% |
| 137500 | 53 | |
| 137000 | 14 | < 0.1% |
| 136000 | 18 | < 0.1% |
| 135000 | 94 |
MachineID
Real number (ℝ)
| Distinct | 318066 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1222473.6 |
| Minimum | 0 |
|---|---|
| Maximum | 2486276 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 201470.9 |
| Q1 | 1084650.5 |
| median | 1281261 |
| Q3 | 1475833 |
| 95-th percentile | 1873247 |
| Maximum | 2486276 |
| Range | 2486276 |
| Interquartile range (IQR) | 391182.5 |
Descriptive statistics
| Standard deviation | 463304.2 |
|---|---|
| Coefficient of variation (CV) | 0.37898912 |
| Kurtosis | 0.78047048 |
| Mean | 1222473.6 |
| Median Absolute Deviation (MAD) | 195583 |
| Skewness | -0.59929103 |
| Sum | 4.5587874 × 1011 |
| Variance | 2.1465078 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2283592 | 46 | < 0.1% |
| 2285830 | 44 | < 0.1% |
| 1896854 | 39 | < 0.1% |
| 1746392 | 34 | < 0.1% |
| 2268800 | 31 | < 0.1% |
| 1942724 | 29 | < 0.1% |
| 2282547 | 29 | < 0.1% |
| 2208545 | 27 | < 0.1% |
| 2300370 | 27 | < 0.1% |
| 2293171 | 26 | < 0.1% |
| Other values (318056) | 372583 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 52 | 1 | |
| 63 | 1 | |
| 66 | 1 | |
| 102 | 2 | |
| 113 | 1 | |
| 116 | 1 |
| Value | Count | Frequency (%) |
| 2486276 | 1 | |
| 2486275 | 1 | |
| 2486274 | 1 | |
| 2486273 | 1 | |
| 2486111 | 1 | |
| 2486110 | 1 | |
| 2485633 | 1 | |
| 2484864 | 1 | |
| 2484863 | 1 | |
| 2484862 | 1 |
ModelID
Real number (ℝ)
| Distinct | 4833 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6838.2878 |
| Minimum | 28 |
|---|---|
| Maximum | 37198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 802.5 |
| Q1 | 3263 |
| median | 4604 |
| Q3 | 8343 |
| 95-th percentile | 22074 |
| Maximum | 37198 |
| Range | 37170 |
| Interquartile range (IQR) | 5080 |
Descriptive statistics
| Standard deviation | 6202.3953 |
|---|---|
| Coefficient of variation (CV) | 0.90700997 |
| Kurtosis | 3.1854999 |
| Mean | 6838.2878 |
| Median Absolute Deviation (MAD) | 2409 |
| Skewness | 1.7880698 |
| Sum | 2.5501001 × 109 |
| Variance | 38469707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4605 | 5306 | 1.4% |
| 3538 | 4845 | 1.3% |
| 4604 | 4171 | 1.1% |
| 3170 | 3950 | 1.1% |
| 3362 | 3933 | 1.1% |
| 3537 | 3642 | 1.0% |
| 4603 | 3296 | 0.9% |
| 3171 | 3248 | 0.9% |
| 3357 | 3047 | 0.8% |
| 3178 | 2954 | 0.8% |
| Other values (4823) | 334523 |
| Value | Count | Frequency (%) |
| 28 | 38 | < 0.1% |
| 29 | 17 | < 0.1% |
| 31 | 12 | < 0.1% |
| 34 | 9 | < 0.1% |
| 43 | 683 | |
| 47 | 236 | 0.1% |
| 50 | 10 | < 0.1% |
| 53 | 56 | < 0.1% |
| 55 | 3 | < 0.1% |
| 75 | 430 |
| Value | Count | Frequency (%) |
| 37198 | 2 | < 0.1% |
| 37197 | 16 | |
| 37196 | 14 | |
| 36933 | 2 | < 0.1% |
| 36928 | 1 | < 0.1% |
| 36914 | 1 | < 0.1% |
| 36894 | 1 | < 0.1% |
| 36885 | 1 | < 0.1% |
| 36883 | 1 | < 0.1% |
| 36880 | 1 | < 0.1% |
datasource
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.37663 |
| Minimum | 121 |
|---|---|
| Maximum | 173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 121 |
|---|---|
| 5-th percentile | 121 |
| Q1 | 132 |
| median | 132 |
| Q3 | 136 |
| 95-th percentile | 149 |
| Maximum | 173 |
| Range | 52 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 9.8572695 |
|---|---|
| Coefficient of variation (CV) | 0.072813672 |
| Kurtosis | 6.517749 |
| Mean | 135.37663 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4330397 |
| Sum | 50483976 |
| Variance | 97.165762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 132 | 239231 | |
| 136 | 64778 | 17.4% |
| 149 | 30856 | 8.3% |
| 121 | 20519 | 5.5% |
| 172 | 17530 | 4.7% |
| 173 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 121 | 20519 | 5.5% |
| 132 | 239231 | |
| 136 | 64778 | 17.4% |
| 149 | 30856 | 8.3% |
| 172 | 17530 | 4.7% |
| 173 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 173 | 1 | < 0.1% |
| 172 | 17530 | 4.7% |
| 149 | 30856 | 8.3% |
| 136 | 64778 | 17.4% |
| 132 | 239231 | |
| 121 | 20519 | 5.5% |
auctioneerID
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17459 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4869013 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 431 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 21 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 17.116211 |
|---|---|
| Coefficient of variation (CV) | 2.6385804 |
| Kurtosis | 23.071733 |
| Mean | 6.4869013 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.8327465 |
| Sum | 2305808 |
| Variance | 292.96468 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 180673 | |
| 2 | 50296 | 13.5% |
| 3 | 25541 | 6.8% |
| 4 | 18290 | 4.9% |
| 6 | 11570 | 3.1% |
| 99 | 10841 | 2.9% |
| 7 | 7004 | 1.9% |
| 8 | 6424 | 1.7% |
| 5 | 6300 | 1.7% |
| 10 | 4958 | 1.3% |
| Other values (20) | 33559 | 9.0% |
| (Missing) | 17459 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 431 | 0.1% |
| 1 | 180673 | |
| 2 | 50296 | 13.5% |
| 3 | 25541 | 6.8% |
| 4 | 18290 | 4.9% |
| 5 | 6300 | 1.7% |
| 6 | 11570 | 3.1% |
| 7 | 7004 | 1.9% |
| 8 | 6424 | 1.7% |
| 9 | 3268 | 0.9% |
| Value | Count | Frequency (%) |
| 99 | 10841 | |
| 28 | 755 | 0.2% |
| 27 | 1052 | 0.3% |
| 26 | 684 | 0.2% |
| 25 | 861 | 0.2% |
| 24 | 1337 | 0.4% |
| 23 | 1162 | 0.3% |
| 22 | 1042 | 0.3% |
| 21 | 1280 | 0.3% |
| 20 | 1965 | 0.5% |
YearMade
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1993.9412 |
| Minimum | 1937 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1937 |
|---|---|
| 5-th percentile | 1975 |
| Q1 | 1988 |
| median | 1996 |
| Q3 | 2001 |
| 95-th percentile | 2006 |
| Maximum | 2014 |
| Range | 77 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.579253 |
|---|---|
| Coefficient of variation (CV) | 0.0048041802 |
| Kurtosis | 0.20326391 |
| Mean | 1993.9412 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.87515654 |
| Sum | 7.435706 × 108 |
| Variance | 91.762089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2005 | 22048 | 5.9% |
| 1998 | 21743 | 5.8% |
| 2004 | 20874 | 5.6% |
| 1999 | 19263 | 5.2% |
| 1997 | 19259 | 5.2% |
| 2000 | 17230 | 4.6% |
| 1996 | 16993 | 4.6% |
| 1995 | 15798 | 4.2% |
| 2003 | 14649 | 3.9% |
| 1994 | 14456 | 3.9% |
| Other values (60) | 190602 |
| Value | Count | Frequency (%) |
| 1937 | 1 | < 0.1% |
| 1942 | 1 | < 0.1% |
| 1947 | 1 | < 0.1% |
| 1948 | 3 | < 0.1% |
| 1949 | 1 | < 0.1% |
| 1950 | 8 | |
| 1951 | 7 | |
| 1952 | 6 | |
| 1953 | 7 | |
| 1954 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2014 | 2 | < 0.1% |
| 2013 | 1 | < 0.1% |
| 2012 | 1 | < 0.1% |
| 2011 | 31 | < 0.1% |
| 2010 | 58 | < 0.1% |
| 2009 | 212 | 0.1% |
| 2008 | 1691 | 0.5% |
| 2007 | 5044 | 1.4% |
| 2006 | 13409 | |
| 2005 | 22048 |
MachineHoursCurrentMeter
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 14316 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 242638 |
| Missing (%) | 65.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2491.069 |
| Minimum | 0 |
|---|---|
| Maximum | 185100 |
| Zeros | 62260 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 380 |
| Q3 | 3238 |
| 95-th percentile | 10139.2 |
| Maximum | 185100 |
| Range | 185100 |
| Interquartile range (IQR) | 3238 |
Descriptive statistics
| Standard deviation | 5745.5617 |
|---|---|
| Coefficient of variation (CV) | 2.3064643 |
| Kurtosis | 308.45129 |
| Mean | 2491.069 |
| Median Absolute Deviation (MAD) | 380 |
| Skewness | 13.224764 |
| Sum | 3.24529 × 108 |
| Variance | 33011479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62260 | 16.7% |
| 2000 | 114 | < 0.1% |
| 1000 | 110 | < 0.1% |
| 1500 | 96 | < 0.1% |
| 500 | 95 | < 0.1% |
| 24 | 90 | < 0.1% |
| 1200 | 85 | < 0.1% |
| 800 | 84 | < 0.1% |
| 1700 | 80 | < 0.1% |
| 1400 | 79 | < 0.1% |
| Other values (14306) | 67184 | 18.0% |
| (Missing) | 242638 |
| Value | Count | Frequency (%) |
| 0 | 62260 | |
| 1 | 2 | < 0.1% |
| 2 | 18 | < 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 35 | < 0.1% |
| 5 | 43 | < 0.1% |
| 6 | 19 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 16 | < 0.1% |
| 9 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 185100 | 1 | |
| 183500 | 1 | |
| 180300 | 1 | |
| 180000 | 1 | |
| 177800 | 1 | |
| 177200 | 1 | |
| 176700 | 1 | |
| 176300 | 1 | |
| 176100 | 1 | |
| 174900 | 1 |
UsageBand
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 304898 |
| Missing (%) | 81.8% |
| Memory size | 13.8 MiB |
| Medium | |
|---|---|
| Low | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 4.6917535 |
| Min length | 3 |
Characters and Unicode
| Total characters | 319119 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Medium |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 34384 | 9.2% |
| Low | 21717 | 5.8% |
| High | 11916 | 3.2% |
| (Missing) | 304898 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 34384 | |
| low | 21717 | |
| high | 11916 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 46300 | |
| M | 34384 | |
| e | 34384 | |
| d | 34384 | |
| u | 34384 | |
| m | 34384 | |
| L | 21717 | |
| o | 21717 | |
| w | 21717 | |
| H | 11916 | 3.7% |
| Other values (2) | 23832 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 251102 | |
| Uppercase Letter | 68017 | 21.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 46300 | |
| e | 34384 | |
| d | 34384 | |
| u | 34384 | |
| m | 34384 | |
| o | 21717 | |
| w | 21717 | |
| g | 11916 | 4.7% |
| h | 11916 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 34384 | |
| L | 21717 | |
| H | 11916 | 17.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 319119 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 46300 | |
| M | 34384 | |
| e | 34384 | |
| d | 34384 | |
| u | 34384 | |
| m | 34384 | |
| L | 21717 | |
| o | 21717 | |
| w | 21717 | |
| H | 11916 | 3.7% |
| Other values (2) | 23832 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 319119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 46300 | |
| M | 34384 | |
| e | 34384 | |
| d | 34384 | |
| u | 34384 | |
| m | 34384 | |
| L | 21717 | |
| o | 21717 | |
| w | 21717 | |
| H | 11916 | 3.7% |
| Other values (2) | 23832 |
fiModelDesc
Categorical
| Distinct | 4639 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| 310G | 5306 |
|---|---|
| 416C | 4845 |
| 310E | 4171 |
| 580K | 3950 |
| 140G | 3933 |
| Other values (4634) |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 4.667919 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1740737 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 802 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | TD20 |
|---|---|
| 2nd row | A66 |
| 3rd row | D7G |
| 4th row | A62 |
| 5th row | D3B |
Common Values
| Value | Count | Frequency (%) |
| 310G | 5306 | 1.4% |
| 416C | 4845 | 1.3% |
| 310E | 4171 | 1.1% |
| 580K | 3950 | 1.1% |
| 140G | 3933 | 1.1% |
| 416B | 3657 | 1.0% |
| 310D | 3296 | 0.9% |
| 580L | 3248 | 0.9% |
| 12G | 3047 | 0.8% |
| 580SUPER L | 2954 | 0.8% |
| Other values (4629) | 334508 |
Length
| Value | Count | Frequency (%) |
| 580super | 5435 | 1.4% |
| 310g | 5306 | 1.4% |
| 416c | 4845 | 1.3% |
| 310e | 4171 | 1.1% |
| 580k | 3950 | 1.0% |
| 140g | 3933 | 1.0% |
| 416b | 3657 | 1.0% |
| l | 3345 | 0.9% |
| 310d | 3296 | 0.9% |
| 580l | 3249 | 0.9% |
| Other values (4629) | 338535 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 206863 | 11.9% |
| 5 | 133270 | 7.7% |
| 1 | 123334 | 7.1% |
| 3 | 111962 | 6.4% |
| 2 | 110918 | 6.4% |
| 4 | 94278 | 5.4% |
| 6 | 88555 | 5.1% |
| L | 88355 | 5.1% |
| C | 87507 | 5.0% |
| D | 79400 | 4.6% |
| Other values (47) | 616295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1025981 | |
| Uppercase Letter | 687099 | |
| Dash Punctuation | 18504 | 1.1% |
| Space Separator | 7148 | 0.4% |
| Other Punctuation | 1909 | 0.1% |
| Lowercase Letter | 63 | < 0.1% |
| Math Symbol | 25 | < 0.1% |
| Open Punctuation | 4 | < 0.1% |
| Close Punctuation | 4 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 88355 | |
| C | 87507 | |
| D | 79400 | |
| G | 54550 | 7.9% |
| I | 46707 | 6.8% |
| E | 44942 | 6.5% |
| B | 42959 | 6.3% |
| P | 39583 | 5.8% |
| S | 27330 | 4.0% |
| H | 26952 | 3.9% |
| Other values (16) | 148814 |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 10 | |
| e | 8 | |
| i | 7 | |
| o | 6 | |
| a | 6 | |
| g | 4 | 6.3% |
| h | 4 | 6.3% |
| m | 4 | 6.3% |
| s | 3 | 4.8% |
| r | 3 | 4.8% |
| Other values (4) | 8 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 206863 | |
| 5 | 133270 | |
| 1 | 123334 | |
| 3 | 111962 | |
| 2 | 110918 | |
| 4 | 94278 | |
| 6 | 88555 | |
| 8 | 66204 | 6.5% |
| 9 | 45917 | 4.5% |
| 7 | 44680 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1907 | |
| / | 2 | 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18504 |
Space Separator
| Value | Count | Frequency (%) |
| 7148 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 25 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1053575 | |
| Latin | 687162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 88355 | |
| C | 87507 | |
| D | 79400 | |
| G | 54550 | 7.9% |
| I | 46707 | 6.8% |
| E | 44942 | 6.5% |
| B | 42959 | 6.3% |
| P | 39583 | 5.8% |
| S | 27330 | 4.0% |
| H | 26952 | 3.9% |
| Other values (30) | 148877 |
Common
| Value | Count | Frequency (%) |
| 0 | 206863 | |
| 5 | 133270 | |
| 1 | 123334 | |
| 3 | 111962 | |
| 2 | 110918 | |
| 4 | 94278 | |
| 6 | 88555 | |
| 8 | 66204 | 6.3% |
| 9 | 45917 | 4.4% |
| 7 | 44680 | 4.2% |
| Other values (7) | 27594 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1740737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 206863 | 11.9% |
| 5 | 133270 | 7.7% |
| 1 | 123334 | 7.1% |
| 3 | 111962 | 6.4% |
| 2 | 110918 | 6.4% |
| 4 | 94278 | 5.4% |
| 6 | 88555 | 5.1% |
| L | 88355 | 5.1% |
| C | 87507 | 5.0% |
| D | 79400 | 4.6% |
| Other values (47) | 616295 |
fiBaseModel
Categorical
| Distinct | 1797 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| 580 | 18623 |
|---|---|
| 310 | 17417 |
| D6 | 12988 |
| 416 | 12585 |
| D5 | 9398 |
| Other values (1792) |
Length
| Max length | 13 |
|---|---|
| Median length | 3 |
| Mean length | 3.1776464 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1184992 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 213 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TD20 |
|---|---|
| 2nd row | A66 |
| 3rd row | D7 |
| 4th row | A62 |
| 5th row | D3 |
Common Values
| Value | Count | Frequency (%) |
| 580 | 18623 | 5.0% |
| 310 | 17417 | 4.7% |
| D6 | 12988 | 3.5% |
| 416 | 12585 | 3.4% |
| D5 | 9398 | 2.5% |
| 950 | 7282 | 2.0% |
| D3 | 6803 | 1.8% |
| D8 | 6505 | 1.7% |
| D4 | 6339 | 1.7% |
| 12 | 5968 | 1.6% |
| Other values (1787) | 269007 |
Length
| Value | Count | Frequency (%) |
| 580 | 18623 | 5.0% |
| 310 | 17417 | 4.7% |
| d6 | 12988 | 3.5% |
| 416 | 12585 | 3.4% |
| d5 | 9398 | 2.5% |
| 950 | 7282 | 2.0% |
| d3 | 6803 | 1.8% |
| d8 | 6505 | 1.7% |
| d4 | 6339 | 1.7% |
| 12 | 5968 | 1.6% |
| Other values (1760) | 269408 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 206296 | |
| 5 | 128033 | |
| 1 | 116615 | |
| 3 | 106726 | |
| 2 | 104770 | |
| 4 | 94154 | |
| 6 | 83069 | |
| 8 | 65109 | 5.5% |
| D | 60021 | 5.1% |
| 9 | 45915 | 3.9% |
| Other values (29) | 174284 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 992746 | |
| Uppercase Letter | 189875 | 16.0% |
| Other Punctuation | 1876 | 0.2% |
| Space Separator | 401 | < 0.1% |
| Dash Punctuation | 94 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 60021 | |
| C | 17712 | 9.3% |
| E | 13357 | 7.0% |
| P | 13135 | 6.9% |
| S | 12809 | 6.7% |
| X | 12321 | 6.5% |
| T | 11992 | 6.3% |
| L | 9054 | 4.8% |
| W | 7831 | 4.1% |
| A | 6672 | 3.5% |
| Other values (15) | 24971 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 206296 | |
| 5 | 128033 | |
| 1 | 116615 | |
| 3 | 106726 | |
| 2 | 104770 | |
| 4 | 94154 | |
| 6 | 83069 | |
| 8 | 65109 | 6.6% |
| 9 | 45915 | 4.6% |
| 7 | 42059 | 4.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1875 | |
| / | 1 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 401 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 94 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 995117 | |
| Latin | 189875 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 60021 | |
| C | 17712 | 9.3% |
| E | 13357 | 7.0% |
| P | 13135 | 6.9% |
| S | 12809 | 6.7% |
| X | 12321 | 6.5% |
| T | 11992 | 6.3% |
| L | 9054 | 4.8% |
| W | 7831 | 4.1% |
| A | 6672 | 3.5% |
| Other values (15) | 24971 |
Common
| Value | Count | Frequency (%) |
| 0 | 206296 | |
| 5 | 128033 | |
| 1 | 116615 | |
| 3 | 106726 | |
| 2 | 104770 | |
| 4 | 94154 | |
| 6 | 83069 | |
| 8 | 65109 | 6.5% |
| 9 | 45915 | 4.6% |
| 7 | 42059 | 4.2% |
| Other values (4) | 2371 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1184992 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 206296 | |
| 5 | 128033 | |
| 1 | 116615 | |
| 3 | 106726 | |
| 2 | 104770 | |
| 4 | 94154 | |
| 6 | 83069 | |
| 8 | 65109 | 5.5% |
| D | 60021 | 5.1% |
| 9 | 45915 | 3.9% |
| Other values (29) | 174284 |
fiSecondaryDesc
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 163 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 122856 |
| Missing (%) | 32.9% |
| Memory size | 13.8 MiB |
| C | |
|---|---|
| B | |
| G | |
| H | |
| E | |
| Other values (158) |
Length
| Max length | 13 |
|---|---|
| Median length | 1 |
| Mean length | 1.2390556 |
| Min length | 1 |
Characters and Unicode
| Total characters | 309837 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | G |
|---|---|
| 2nd row | B |
| 3rd row | C |
| 4th row | H |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| C | 42005 | 11.3% |
| B | 37260 | 10.0% |
| G | 35920 | 9.6% |
| H | 23606 | 6.3% |
| E | 19345 | 5.2% |
| D | 19004 | 5.1% |
| F | 8860 | 2.4% |
| K | 7434 | 2.0% |
| M | 5192 | 1.4% |
| L | 5169 | 1.4% |
| Other values (153) | 46264 | 12.4% |
| (Missing) | 122856 |
Length
| Value | Count | Frequency (%) |
| c | 42015 | |
| b | 37315 | |
| g | 35929 | |
| h | 23606 | |
| e | 19570 | |
| d | 19004 | |
| f | 8860 | 3.5% |
| l | 8781 | 3.4% |
| k | 8257 | 3.2% |
| m | 6838 | 2.7% |
| Other values (139) | 46223 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 46021 | |
| B | 37919 | |
| G | 37540 | |
| E | 30754 | |
| H | 23973 | 7.7% |
| D | 19177 | 6.2% |
| L | 16009 | 5.2% |
| S | 11742 | 3.8% |
| R | 11524 | 3.7% |
| P | 10539 | 3.4% |
| Other values (27) | 64639 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 302794 | |
| Space Separator | 6681 | 2.2% |
| Decimal Number | 287 | 0.1% |
| Dash Punctuation | 40 | < 0.1% |
| Other Punctuation | 35 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 46021 | |
| B | 37919 | |
| G | 37540 | |
| E | 30754 | |
| H | 23973 | |
| D | 19177 | 6.3% |
| L | 16009 | 5.3% |
| S | 11742 | 3.9% |
| R | 11524 | 3.8% |
| P | 10539 | 3.5% |
| Other values (14) | 57596 |
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 124 | |
| 3 | 113 | |
| 2 | 22 | 7.7% |
| 5 | 14 | 4.9% |
| 0 | 8 | 2.8% |
| 1 | 4 | 1.4% |
| 6 | 1 | 0.3% |
| 9 | 1 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 14 | |
| ? | 14 | |
| . | 7 |
Space Separator
| Value | Count | Frequency (%) |
| 6681 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 40 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 302794 | |
| Common | 7043 | 2.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 46021 | |
| B | 37919 | |
| G | 37540 | |
| E | 30754 | |
| H | 23973 | |
| D | 19177 | 6.3% |
| L | 16009 | 5.3% |
| S | 11742 | 3.9% |
| R | 11524 | 3.8% |
| P | 10539 | 3.5% |
| Other values (14) | 57596 |
Common
| Value | Count | Frequency (%) |
| 6681 | ||
| 7 | 124 | 1.8% |
| 3 | 113 | 1.6% |
| - | 40 | 0.6% |
| 2 | 22 | 0.3% |
| # | 14 | 0.2% |
| ? | 14 | 0.2% |
| 5 | 14 | 0.2% |
| 0 | 8 | 0.1% |
| . | 7 | 0.1% |
| Other values (3) | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 309837 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 46021 | |
| B | 37919 | |
| G | 37540 | |
| E | 30754 | |
| H | 23973 | 7.7% |
| D | 19177 | 6.2% |
| L | 16009 | 5.2% |
| S | 11742 | 3.8% |
| R | 11524 | 3.7% |
| P | 10539 | 3.4% |
| Other values (27) | 64639 |
fiModelSeries
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 117 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 323889 |
| Missing (%) | 86.9% |
| Memory size | 13.8 MiB |
| II | |
|---|---|
| LC | |
| III | |
| -1 | |
| -2 | |
| Other values (112) |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 2.1981194 |
| Min length | 1 |
Characters and Unicode
| Total characters | 107765 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | II |
|---|---|
| 2nd row | II |
| 3rd row | II |
| 4th row | II |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| II | 13009 | 3.5% |
| LC | 7731 | 2.1% |
| III | 5099 | 1.4% |
| -1 | 3498 | 0.9% |
| -2 | 2779 | 0.7% |
| -3 | 2148 | 0.6% |
| -6 | 1998 | 0.5% |
| -5 | 1841 | 0.5% |
| -12 | 1241 | 0.3% |
| 7 | 698 | 0.2% |
| Other values (107) | 8984 | 2.4% |
| (Missing) | 323889 |
Length
| Value | Count | Frequency (%) |
| ii | 13009 | |
| lc | 7731 | |
| iii | 5099 | 10.4% |
| 1 | 3663 | 7.5% |
| 2 | 3098 | 6.3% |
| 6 | 2642 | 5.4% |
| 3 | 2612 | 5.3% |
| 5 | 2319 | 4.7% |
| 7 | 1287 | 2.6% |
| 12 | 1258 | 2.6% |
| Other values (91) | 6308 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 41956 | |
| - | 18002 | |
| L | 8880 | 8.2% |
| C | 8667 | 8.0% |
| 1 | 6674 | 6.2% |
| 2 | 5691 | 5.3% |
| 3 | 3565 | 3.3% |
| 5 | 3249 | 3.0% |
| 6 | 2914 | 2.7% |
| 7 | 1571 | 1.5% |
| Other values (36) | 6596 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 63570 | |
| Decimal Number | 25240 | 23.4% |
| Dash Punctuation | 18002 | 16.7% |
| Other Punctuation | 813 | 0.8% |
| Math Symbol | 105 | 0.1% |
| Lowercase Letter | 35 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 41956 | |
| L | 8880 | 14.0% |
| C | 8667 | 13.6% |
| V | 1074 | 1.7% |
| M | 684 | 1.1% |
| E | 574 | 0.9% |
| N | 522 | 0.8% |
| A | 421 | 0.7% |
| T | 241 | 0.4% |
| S | 103 | 0.2% |
| Other values (13) | 448 | 0.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6674 | |
| 2 | 5691 | |
| 3 | 3565 | |
| 5 | 3249 | |
| 6 | 2914 | |
| 7 | 1571 | 6.2% |
| 8 | 800 | 3.2% |
| 0 | 759 | 3.0% |
| 4 | 16 | 0.1% |
| 9 | 1 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 8 | |
| e | 6 | |
| o | 4 | |
| m | 4 | |
| a | 4 | |
| i | 3 | 8.6% |
| s | 3 | 8.6% |
| r | 3 | 8.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 354 | |
| ? | 354 | |
| . | 105 | 12.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 18002 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63605 | |
| Common | 44160 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 41956 | |
| L | 8880 | 14.0% |
| C | 8667 | 13.6% |
| V | 1074 | 1.7% |
| M | 684 | 1.1% |
| E | 574 | 0.9% |
| N | 522 | 0.8% |
| A | 421 | 0.7% |
| T | 241 | 0.4% |
| S | 103 | 0.2% |
| Other values (21) | 483 | 0.8% |
Common
| Value | Count | Frequency (%) |
| - | 18002 | |
| 1 | 6674 | 15.1% |
| 2 | 5691 | 12.9% |
| 3 | 3565 | 8.1% |
| 5 | 3249 | 7.4% |
| 6 | 2914 | 6.6% |
| 7 | 1571 | 3.6% |
| 8 | 800 | 1.8% |
| 0 | 759 | 1.7% |
| # | 354 | 0.8% |
| Other values (5) | 581 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 107765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 41956 | |
| - | 18002 | |
| L | 8880 | 8.2% |
| C | 8667 | 8.0% |
| 1 | 6674 | 6.2% |
| 2 | 5691 | 5.3% |
| 3 | 3565 | 3.3% |
| 5 | 3249 | 3.0% |
| 6 | 2914 | 2.7% |
| 7 | 1571 | 1.5% |
| Other values (36) | 6596 | 6.1% |
fiModelDescriptor
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 302791 |
| Missing (%) | 81.2% |
| Memory size | 13.8 MiB |
| L | |
|---|---|
| LGP | |
| LC | |
| XL | |
| 6 | |
| Other values (129) |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 1.9043551 |
| Min length | 1 |
Characters and Unicode
| Total characters | 133541 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | LC |
|---|---|
| 2nd row | LGP |
| 3rd row | LGP |
| 4th row | LGP |
| 5th row | LC |
Common Values
| Value | Count | Frequency (%) |
| L | 15809 | 4.2% |
| LGP | 15627 | 4.2% |
| LC | 12310 | 3.3% |
| XL | 6503 | 1.7% |
| 6 | 2557 | 0.7% |
| LT | 2361 | 0.6% |
| 5 | 1956 | 0.5% |
| CR | 1772 | 0.5% |
| 3 | 1454 | 0.4% |
| H | 991 | 0.3% |
| Other values (124) | 8784 | 2.4% |
| (Missing) | 302791 |
Length
| Value | Count | Frequency (%) |
| l | 15809 | |
| lgp | 15636 | |
| lc | 12310 | |
| xl | 6503 | |
| 6 | 2557 | 3.6% |
| lt | 2361 | 3.4% |
| 5 | 1956 | 2.8% |
| cr | 1772 | 2.5% |
| 3 | 1454 | 2.1% |
| h | 991 | 1.4% |
| Other values (122) | 8780 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 54412 | |
| P | 15858 | 11.9% |
| G | 15723 | 11.8% |
| C | 15107 | 11.3% |
| X | 7412 | 5.6% |
| T | 4108 | 3.1% |
| R | 3856 | 2.9% |
| S | 2676 | 2.0% |
| 6 | 2559 | 1.9% |
| 5 | 1965 | 1.5% |
| Other values (40) | 9865 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 125100 | |
| Decimal Number | 8223 | 6.2% |
| Other Punctuation | 77 | 0.1% |
| Math Symbol | 76 | 0.1% |
| Space Separator | 29 | < 0.1% |
| Lowercase Letter | 28 | < 0.1% |
| Open Punctuation | 4 | < 0.1% |
| Close Punctuation | 4 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 54412 | |
| P | 15858 | 12.7% |
| G | 15723 | 12.6% |
| C | 15107 | 12.1% |
| X | 7412 | 5.9% |
| T | 4108 | 3.3% |
| R | 3856 | 3.1% |
| S | 2676 | 2.1% |
| H | 1244 | 1.0% |
| Z | 1015 | 0.8% |
| Other values (14) | 3689 | 2.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| h | 4 | |
| g | 4 | |
| i | 4 | |
| t | 2 | |
| f | 2 | |
| n | 2 | |
| c | 2 | |
| a | 2 | |
| e | 2 | |
| o | 2 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 2559 | |
| 5 | 1965 | |
| 3 | 1567 | |
| 7 | 926 | 11.3% |
| 2 | 439 | 5.3% |
| 0 | 305 | 3.7% |
| 8 | 295 | 3.6% |
| 4 | 116 | 1.4% |
| 1 | 51 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 76 | |
| / | 1 | 1.3% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 76 |
Space Separator
| Value | Count | Frequency (%) |
| 29 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125128 | |
| Common | 8413 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 54412 | |
| P | 15858 | 12.7% |
| G | 15723 | 12.6% |
| C | 15107 | 12.1% |
| X | 7412 | 5.9% |
| T | 4108 | 3.3% |
| R | 3856 | 3.1% |
| S | 2676 | 2.1% |
| H | 1244 | 1.0% |
| Z | 1015 | 0.8% |
| Other values (25) | 3717 | 3.0% |
Common
| Value | Count | Frequency (%) |
| 6 | 2559 | |
| 5 | 1965 | |
| 3 | 1567 | |
| 7 | 926 | 11.0% |
| 2 | 439 | 5.2% |
| 0 | 305 | 3.6% |
| 8 | 295 | 3.5% |
| 4 | 116 | 1.4% |
| . | 76 | 0.9% |
| + | 76 | 0.9% |
| Other values (5) | 89 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 133541 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 54412 | |
| P | 15858 | 11.9% |
| G | 15723 | 11.8% |
| C | 15107 | 11.3% |
| X | 7412 | 5.6% |
| T | 4108 | 3.1% |
| R | 3856 | 2.9% |
| S | 2676 | 2.0% |
| 6 | 2559 | 1.9% |
| 5 | 1965 | 1.5% |
| Other values (40) | 9865 | 7.4% |
ProductSize
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 197516 |
| Missing (%) | 53.0% |
| Memory size | 13.8 MiB |
| Medium | |
|---|---|
| Large / Medium | |
| Small | |
| Mini | |
| Large |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 7.6700608 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1345321 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Large |
| 3rd row | Medium |
| 4th row | Compact |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 59334 | 15.9% |
| Large / Medium | 46474 | 12.5% |
| Small | 23743 | 6.4% |
| Mini | 20876 | 5.6% |
| Large | 19171 | 5.1% |
| Compact | 5801 | 1.6% |
| (Missing) | 197516 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 105808 | |
| large | 65645 | |
| 46474 | ||
| small | 23743 | 8.8% |
| mini | 20876 | 7.8% |
| compact | 5801 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 171453 | |
| i | 147560 | |
| m | 135352 | |
| M | 126684 | |
| d | 105808 | |
| u | 105808 | |
| a | 95189 | |
| 92948 | 6.9% | |
| r | 65645 | 4.9% |
| g | 65645 | 4.9% |
| Other values (10) | 233229 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 984026 | |
| Uppercase Letter | 221873 | 16.5% |
| Space Separator | 92948 | 6.9% |
| Other Punctuation | 46474 | 3.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 171453 | |
| i | 147560 | |
| m | 135352 | |
| d | 105808 | |
| u | 105808 | |
| a | 95189 | |
| r | 65645 | 6.7% |
| g | 65645 | 6.7% |
| l | 47486 | 4.8% |
| n | 20876 | 2.1% |
| Other values (4) | 23204 | 2.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 126684 | |
| L | 65645 | |
| S | 23743 | 10.7% |
| C | 5801 | 2.6% |
Space Separator
| Value | Count | Frequency (%) |
| 92948 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 46474 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1205899 | |
| Common | 139422 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 171453 | |
| i | 147560 | |
| m | 135352 | |
| M | 126684 | |
| d | 105808 | |
| u | 105808 | |
| a | 95189 | |
| r | 65645 | 5.4% |
| g | 65645 | 5.4% |
| L | 65645 | 5.4% |
| Other values (8) | 121110 |
Common
| Value | Count | Frequency (%) |
| 92948 | ||
| / | 46474 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1345321 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 171453 | |
| i | 147560 | |
| m | 135352 | |
| M | 126684 | |
| d | 105808 | |
| u | 105808 | |
| a | 95189 | |
| 92948 | 6.9% | |
| r | 65645 | 4.9% |
| g | 65645 | 4.9% |
| Other values (10) | 233229 |
fiProductClassDesc
Categorical
| Distinct | 72 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth | |
|---|---|
| Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower | 15082 |
| Wheel Loader - 150.0 to 175.0 Horsepower | 14587 |
| Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower | 14412 |
| Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons | 12573 |
| Other values (67) |
Length
| Max length | 64 |
|---|---|
| Median length | 57 |
| Mean length | 49.799989 |
| Min length | 27 |
Characters and Unicode
| Total characters | 18571163 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Track Type Tractor, Dozer - 105.0 to 130.0 Horsepower |
|---|---|
| 2nd row | Wheel Loader - 120.0 to 135.0 Horsepower |
| 3rd row | Track Type Tractor, Dozer - 190.0 to 260.0 Horsepower |
| 4th row | Wheel Loader - Unidentified |
| 5th row | Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower |
Common Values
| Value | Count | Frequency (%) |
| Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth | 54547 | 14.6% |
| Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower | 15082 | 4.0% |
| Wheel Loader - 150.0 to 175.0 Horsepower | 14587 | 3.9% |
| Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower | 14412 | 3.9% |
| Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons | 12573 | 3.4% |
| Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower | 10989 | 2.9% |
| Track Type Tractor, Dozer - 260.0 + Horsepower | 10354 | 2.8% |
| Backhoe Loader - 15.0 to 16.0 Ft Standard Digging Depth | 10170 | 2.7% |
| Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons | 10092 | 2.7% |
| Wheel Loader - 120.0 to 135.0 Horsepower | 10007 | 2.7% |
| Other values (62) | 210102 |
Length
| Value | Count | Frequency (%) |
| 389300 | 12.1% | |
| to | 349814 | 10.8% |
| loader | 183319 | 5.7% |
| track | 166329 | 5.2% |
| horsepower | 164122 | 5.1% |
| excavator | 91214 | 2.8% |
| hydraulic | 91214 | 2.8% |
| tons | 91093 | 2.8% |
| metric | 91093 | 2.8% |
| backhoe | 76398 | 2.4% |
| Other values (73) | 1533381 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2854362 | ||
| r | 1401019 | 7.5% |
| o | 1316927 | 7.1% |
| e | 1188214 | 6.4% |
| a | 1065360 | 5.7% |
| 0 | 1021476 | 5.5% |
| t | 976191 | 5.3% |
| . | 718608 | 3.9% |
| c | 631522 | 3.4% |
| 1 | 534902 | 2.9% |
| Other values (44) | 6862582 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10174606 | |
| Space Separator | 2854362 | 15.4% |
| Decimal Number | 2495754 | 13.4% |
| Uppercase Letter | 1769555 | 9.5% |
| Other Punctuation | 884937 | 4.8% |
| Dash Punctuation | 372915 | 2.0% |
| Math Symbol | 18980 | 0.1% |
| Open Punctuation | 27 | < 0.1% |
| Close Punctuation | 27 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1401019 | |
| o | 1316927 | |
| e | 1188214 | |
| a | 1065360 | |
| t | 976191 | |
| c | 631522 | 6.2% |
| d | 493844 | 4.9% |
| i | 462709 | 4.5% |
| p | 392948 | 3.9% |
| n | 286442 | 2.8% |
| Other values (14) | 1959430 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 407652 | |
| H | 255336 | |
| L | 223424 | |
| D | 222063 | |
| S | 155182 | 8.8% |
| M | 114360 | 6.5% |
| E | 91214 | 5.2% |
| B | 76398 | 4.3% |
| F | 73474 | 4.2% |
| W | 66067 | 3.7% |
| Other values (3) | 84385 | 4.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1021476 | |
| 1 | 534902 | |
| 5 | 273558 | 11.0% |
| 2 | 176686 | 7.1% |
| 4 | 133428 | 5.3% |
| 3 | 102332 | 4.1% |
| 6 | 93801 | 3.8% |
| 7 | 85136 | 3.4% |
| 8 | 45440 | 1.8% |
| 9 | 28995 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 718608 | |
| , | 166329 | 18.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2854362 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 372915 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 18980 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 27 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11944161 | |
| Common | 6627002 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1401019 | 11.7% |
| o | 1316927 | 11.0% |
| e | 1188214 | 9.9% |
| a | 1065360 | 8.9% |
| t | 976191 | 8.2% |
| c | 631522 | 5.3% |
| d | 493844 | 4.1% |
| i | 462709 | 3.9% |
| T | 407652 | 3.4% |
| p | 392948 | 3.3% |
| Other values (27) | 3607775 |
Common
| Value | Count | Frequency (%) |
| 2854362 | ||
| 0 | 1021476 | 15.4% |
| . | 718608 | 10.8% |
| 1 | 534902 | 8.1% |
| - | 372915 | 5.6% |
| 5 | 273558 | 4.1% |
| 2 | 176686 | 2.7% |
| , | 166329 | 2.5% |
| 4 | 133428 | 2.0% |
| 3 | 102332 | 1.5% |
| Other values (7) | 272406 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18571163 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2854362 | ||
| r | 1401019 | 7.5% |
| o | 1316927 | 7.1% |
| e | 1188214 | 6.4% |
| a | 1065360 | 5.7% |
| 0 | 1021476 | 5.5% |
| t | 976191 | 5.3% |
| . | 718608 | 3.9% |
| c | 631522 | 3.4% |
| 1 | 534902 | 2.9% |
| Other values (44) | 6862582 |
state
Categorical
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| Florida | |
|---|---|
| Texas | |
| California | |
| Washington | 14537 |
| Georgia | 13799 |
| Other values (48) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.0555033 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3004018 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Texas |
|---|---|
| 2nd row | Florida |
| 3rd row | Florida |
| 4th row | Florida |
| 5th row | Florida |
Common Values
| Value | Count | Frequency (%) |
| Florida | 60971 | |
| Texas | 49135 | 13.2% |
| California | 27534 | 7.4% |
| Washington | 14537 | 3.9% |
| Georgia | 13799 | 3.7% |
| Maryland | 12190 | 3.3% |
| Mississippi | 11760 | 3.2% |
| Ohio | 10871 | 2.9% |
| Colorado | 10802 | 2.9% |
| Illinois | 10607 | 2.8% |
| Other values (43) | 150709 |
Length
| Value | Count | Frequency (%) |
| florida | 60971 | 14.7% |
| texas | 49135 | 11.8% |
| california | 27534 | 6.6% |
| new | 22951 | 5.5% |
| carolina | 17989 | 4.3% |
| washington | 14539 | 3.5% |
| georgia | 13799 | 3.3% |
| maryland | 12190 | 2.9% |
| mississippi | 11760 | 2.8% |
| ohio | 10871 | 2.6% |
| Other values (46) | 173571 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 391970 | |
| i | 334912 | 11.1% |
| o | 265236 | 8.8% |
| n | 224158 | 7.5% |
| s | 205032 | 6.8% |
| e | 198066 | 6.6% |
| r | 198033 | 6.6% |
| l | 170829 | 5.7% |
| d | 98820 | 3.3% |
| t | 65643 | 2.2% |
| Other values (36) | 851319 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2546311 | |
| Uppercase Letter | 415312 | 13.8% |
| Space Separator | 42395 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 391970 | |
| i | 334912 | |
| o | 265236 | |
| n | 224158 | |
| s | 205032 | |
| e | 198066 | |
| r | 198033 | |
| l | 170829 | |
| d | 98820 | 3.9% |
| t | 65643 | 2.6% |
| Other values (14) | 393612 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 63660 | |
| F | 60971 | |
| T | 58525 | |
| M | 47946 | |
| N | 40511 | |
| A | 21769 | 5.2% |
| W | 19097 | 4.6% |
| I | 17264 | 4.2% |
| O | 13812 | 3.3% |
| G | 13799 | 3.3% |
| Other values (11) | 57958 |
Space Separator
| Value | Count | Frequency (%) |
| 42395 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2961623 | |
| Common | 42395 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 391970 | |
| i | 334912 | |
| o | 265236 | 9.0% |
| n | 224158 | 7.6% |
| s | 205032 | 6.9% |
| e | 198066 | 6.7% |
| r | 198033 | 6.7% |
| l | 170829 | 5.8% |
| d | 98820 | 3.3% |
| t | 65643 | 2.2% |
| Other values (35) | 808924 |
Common
| Value | Count | Frequency (%) |
| 42395 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3004018 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 391970 | |
| i | 334912 | 11.1% |
| o | 265236 | 8.8% |
| n | 224158 | 7.5% |
| s | 205032 | 6.8% |
| e | 198066 | 6.6% |
| r | 198033 | 6.6% |
| l | 170829 | 5.7% |
| d | 98820 | 3.3% |
| t | 65643 | 2.2% |
| Other values (36) | 851319 |
ProductGroup
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| TEX | |
|---|---|
| BL | |
| TTT | |
| WL | |
| SSL |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.555577 |
| Min length | 2 |
Characters and Unicode
| Total characters | 953013 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TTT |
|---|---|
| 2nd row | WL |
| 3rd row | TTT |
| 4th row | WL |
| 5th row | TTT |
Common Values
| Value | Count | Frequency (%) |
| TEX | 91214 | |
| BL | 76398 | |
| TTT | 75115 | |
| WL | 66067 | |
| SSL | 40854 | |
| MG | 23267 | 6.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tex | 91214 | |
| bl | 76398 | |
| ttt | 75115 | |
| wl | 66067 | |
| ssl | 40854 | |
| mg | 23267 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 316559 | |
| L | 183319 | |
| E | 91214 | 9.6% |
| X | 91214 | 9.6% |
| S | 81708 | 8.6% |
| B | 76398 | 8.0% |
| W | 66067 | 6.9% |
| M | 23267 | 2.4% |
| G | 23267 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 953013 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 316559 | |
| L | 183319 | |
| E | 91214 | 9.6% |
| X | 91214 | 9.6% |
| S | 81708 | 8.6% |
| B | 76398 | 8.0% |
| W | 66067 | 6.9% |
| M | 23267 | 2.4% |
| G | 23267 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 953013 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 316559 | |
| L | 183319 | |
| E | 91214 | 9.6% |
| X | 91214 | 9.6% |
| S | 81708 | 8.6% |
| B | 76398 | 8.0% |
| W | 66067 | 6.9% |
| M | 23267 | 2.4% |
| G | 23267 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 953013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 316559 | |
| L | 183319 | |
| E | 91214 | 9.6% |
| X | 91214 | 9.6% |
| S | 81708 | 8.6% |
| B | 76398 | 8.0% |
| W | 66067 | 6.9% |
| M | 23267 | 2.4% |
| G | 23267 | 2.4% |
ProductGroupDesc
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.8 MiB |
| Track Excavators | |
|---|---|
| Backhoe Loaders | |
| Track Type Tractors | |
| Wheel Loader | |
| Skid Steer Loaders |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 15.722687 |
| Min length | 12 |
Characters and Unicode
| Total characters | 5863226 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Track Type Tractors |
|---|---|
| 2nd row | Wheel Loader |
| 3rd row | Track Type Tractors |
| 4th row | Wheel Loader |
| 5th row | Track Type Tractors |
Common Values
| Value | Count | Frequency (%) |
| Track Excavators | 91214 | |
| Backhoe Loaders | 76398 | |
| Track Type Tractors | 75115 | |
| Wheel Loader | 66067 | |
| Skid Steer Loaders | 40854 | |
| Motor Graders | 23267 | 6.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| track | 166329 | |
| loaders | 117252 | |
| excavators | 91214 | |
| backhoe | 76398 | |
| type | 75115 | |
| tractors | 75115 | |
| wheel | 66067 | 7.7% |
| loader | 66067 | 7.7% |
| skid | 40854 | 4.7% |
| steer | 40854 | 4.7% |
| Other values (2) | 46534 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 706856 | |
| r | 701747 | |
| e | 571941 | |
| 488884 | 8.3% | |
| o | 472580 | 8.1% |
| c | 409056 | 7.0% |
| T | 316559 | 5.4% |
| s | 306848 | 5.2% |
| k | 283581 | 4.8% |
| d | 247440 | 4.2% |
| Other values (15) | 1357734 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4512543 | |
| Uppercase Letter | 861799 | 14.7% |
| Space Separator | 488884 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 706856 | |
| r | 701747 | |
| e | 571941 | |
| o | 472580 | |
| c | 409056 | |
| s | 306848 | |
| k | 283581 | |
| d | 247440 | 5.5% |
| t | 230450 | 5.1% |
| h | 142465 | 3.2% |
| Other values (6) | 439579 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 316559 | |
| L | 183319 | |
| E | 91214 | 10.6% |
| S | 81708 | 9.5% |
| B | 76398 | 8.9% |
| W | 66067 | 7.7% |
| M | 23267 | 2.7% |
| G | 23267 | 2.7% |
Space Separator
| Value | Count | Frequency (%) |
| 488884 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5374342 | |
| Common | 488884 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 706856 | |
| r | 701747 | |
| e | 571941 | |
| o | 472580 | |
| c | 409056 | 7.6% |
| T | 316559 | 5.9% |
| s | 306848 | 5.7% |
| k | 283581 | 5.3% |
| d | 247440 | 4.6% |
| t | 230450 | 4.3% |
| Other values (14) | 1127284 |
Common
| Value | Count | Frequency (%) |
| 488884 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5863226 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 706856 | |
| r | 701747 | |
| e | 571941 | |
| 488884 | 8.3% | |
| o | 472580 | 8.1% |
| c | 409056 | 7.0% |
| T | 316559 | 5.4% |
| s | 306848 | 5.2% |
| k | 283581 | 4.8% |
| d | 247440 | 4.2% |
| Other values (15) | 1357734 |
Drive_System
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 273743 |
| Missing (%) | 73.4% |
| Memory size | 13.8 MiB |
| Two Wheel Drive | |
|---|---|
| Four Wheel Drive | |
| No | |
| All Wheel Drive | 709 |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 12.394113 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1229149 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Four Wheel Drive |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| Two Wheel Drive | 44120 | 11.8% |
| Four Wheel Drive | 32002 | 8.6% |
| No | 22341 | 6.0% |
| All Wheel Drive | 709 | 0.2% |
| (Missing) | 273743 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| wheel | 76831 | |
| drive | 76831 | |
| two | 44120 | |
| four | 32002 | |
| no | 22341 | 8.8% |
| all | 709 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 230493 | |
| 153662 | ||
| r | 108833 | |
| o | 98463 | |
| l | 78249 | 6.4% |
| W | 76831 | 6.3% |
| h | 76831 | 6.3% |
| D | 76831 | 6.3% |
| i | 76831 | 6.3% |
| v | 76831 | 6.3% |
| Other values (6) | 175294 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 822653 | |
| Uppercase Letter | 252834 | 20.6% |
| Space Separator | 153662 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 230493 | |
| r | 108833 | |
| o | 98463 | |
| l | 78249 | 9.5% |
| h | 76831 | 9.3% |
| i | 76831 | 9.3% |
| v | 76831 | 9.3% |
| w | 44120 | 5.4% |
| u | 32002 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 76831 | |
| D | 76831 | |
| T | 44120 | |
| F | 32002 | |
| N | 22341 | 8.8% |
| A | 709 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 153662 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1075487 | |
| Common | 153662 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 230493 | |
| r | 108833 | |
| o | 98463 | |
| l | 78249 | 7.3% |
| W | 76831 | 7.1% |
| h | 76831 | 7.1% |
| D | 76831 | 7.1% |
| i | 76831 | 7.1% |
| v | 76831 | 7.1% |
| T | 44120 | 4.1% |
| Other values (5) | 131174 |
Common
| Value | Count | Frequency (%) |
| 153662 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1229149 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 230493 | |
| 153662 | ||
| r | 108833 | |
| o | 98463 | |
| l | 78249 | 6.4% |
| W | 76831 | 6.3% |
| h | 76831 | 6.3% |
| D | 76831 | 6.3% |
| i | 76831 | 6.3% |
| v | 76831 | 6.3% |
| Other values (6) | 175294 |
Enclosure
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 264 |
| Missing (%) | 0.1% |
| Memory size | 13.8 MiB |
| OROPS | |
|---|---|
| EROPS | |
| EROPS w AC | |
| EROPS AC | 16 |
| NO ROPS | 2 |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.1593609 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2295292 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | OROPS |
|---|---|
| 2nd row | OROPS |
| 3rd row | OROPS |
| 4th row | EROPS |
| 5th row | OROPS |
Common Values
| Value | Count | Frequency (%) |
| OROPS | 162358 | |
| EROPS | 123878 | |
| EROPS w AC | 86397 | |
| EROPS AC | 16 | < 0.1% |
| NO ROPS | 2 | < 0.1% |
| (Missing) | 264 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| erops | 210291 | |
| orops | 162358 | |
| ac | 86413 | |
| w | 86397 | |
| no | 2 | < 0.1% |
| rops | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 535011 | |
| R | 372651 | |
| P | 372651 | |
| S | 372651 | |
| E | 210291 | 9.2% |
| 172812 | 7.5% | |
| A | 86413 | 3.8% |
| C | 86413 | 3.8% |
| w | 86397 | 3.8% |
| N | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2036083 | |
| Space Separator | 172812 | 7.5% |
| Lowercase Letter | 86397 | 3.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 535011 | |
| R | 372651 | |
| P | 372651 | |
| S | 372651 | |
| E | 210291 | 10.3% |
| A | 86413 | 4.2% |
| C | 86413 | 4.2% |
| N | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 172812 |
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 86397 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2122480 | |
| Common | 172812 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 535011 | |
| R | 372651 | |
| P | 372651 | |
| S | 372651 | |
| E | 210291 | 9.9% |
| A | 86413 | 4.1% |
| C | 86413 | 4.1% |
| w | 86397 | 4.1% |
| N | 2 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 172812 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2295292 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 535011 | |
| R | 372651 | |
| P | 372651 | |
| S | 372651 | |
| E | 210291 | 9.2% |
| 172812 | 7.5% | |
| A | 86413 | 3.8% |
| C | 86413 | 3.8% |
| w | 86397 | 3.8% |
| N | 2 | < 0.1% |
Forks
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 359124 |
| Missing (%) | 96.3% |
| Memory size | 11.6 MiB |
| True | 13791 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 13791 | 3.7% |
| (Missing) | 359124 |
Pad_Type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 364445 |
| Missing (%) | 97.7% |
| Memory size | 13.8 MiB |
| Reversible | |
|---|---|
| Street | |
| Grouser | 25 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 8.7420307 |
| Min length | 6 |
Characters and Unicode
| Total characters | 74045 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Street |
|---|---|
| 2nd row | Street |
| 3rd row | Street |
| 4th row | Street |
| 5th row | Street |
Common Values
| Value | Count | Frequency (%) |
| Reversible | 5800 | 1.6% |
| Street | 2645 | 0.7% |
| Grouser | 25 | < 0.1% |
| (Missing) | 364445 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| reversible | 5800 | |
| street | 2645 | |
| grouser | 25 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 22715 | |
| r | 8495 | 11.5% |
| s | 5825 | 7.9% |
| R | 5800 | 7.8% |
| v | 5800 | 7.8% |
| i | 5800 | 7.8% |
| b | 5800 | 7.8% |
| l | 5800 | 7.8% |
| t | 5290 | 7.1% |
| S | 2645 | 3.6% |
| Other values (3) | 75 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65575 | |
| Uppercase Letter | 8470 | 11.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 22715 | |
| r | 8495 | 13.0% |
| s | 5825 | 8.9% |
| v | 5800 | 8.8% |
| i | 5800 | 8.8% |
| b | 5800 | 8.8% |
| l | 5800 | 8.8% |
| t | 5290 | 8.1% |
| o | 25 | < 0.1% |
| u | 25 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 5800 | |
| S | 2645 | |
| G | 25 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74045 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 22715 | |
| r | 8495 | 11.5% |
| s | 5825 | 7.9% |
| R | 5800 | 7.8% |
| v | 5800 | 7.8% |
| i | 5800 | 7.8% |
| b | 5800 | 7.8% |
| l | 5800 | 7.8% |
| t | 5290 | 7.1% |
| S | 2645 | 3.6% |
| Other values (3) | 75 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74045 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 22715 | |
| r | 8495 | 11.5% |
| s | 5825 | 7.9% |
| R | 5800 | 7.8% |
| v | 5800 | 7.8% |
| i | 5800 | 7.8% |
| b | 5800 | 7.8% |
| l | 5800 | 7.8% |
| t | 5290 | 7.1% |
| S | 2645 | 3.6% |
| Other values (3) | 75 | 0.1% |
Ride_Control
Boolean
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 290119 |
| Missing (%) | 77.8% |
| Memory size | 11.6 MiB |
| False | |
|---|---|
| True | 8358 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 74438 | 20.0% |
| True | 8358 | 2.2% |
| (Missing) | 290119 |
Stick
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 296794 |
| Missing (%) | 79.6% |
| Memory size | 13.8 MiB |
| Standard | |
|---|---|
| Extended |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 608968 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 46491 | 12.5% |
| Extended | 29630 | 7.9% |
| (Missing) | 296794 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 46491 | |
| extended | 29630 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 152242 | |
| a | 92982 | |
| t | 76121 | |
| n | 76121 | |
| e | 59260 | 9.7% |
| S | 46491 | 7.6% |
| r | 46491 | 7.6% |
| E | 29630 | 4.9% |
| x | 29630 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 532847 | |
| Uppercase Letter | 76121 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 152242 | |
| a | 92982 | |
| t | 76121 | |
| n | 76121 | |
| e | 59260 | 11.1% |
| r | 46491 | 8.7% |
| x | 29630 | 5.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 46491 | |
| E | 29630 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 608968 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 152242 | |
| a | 92982 | |
| t | 76121 | |
| n | 76121 | |
| e | 59260 | 9.7% |
| S | 46491 | 7.6% |
| r | 46491 | 7.6% |
| E | 29630 | 4.9% |
| x | 29630 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 608968 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 152242 | |
| a | 92982 | |
| t | 76121 | |
| n | 76121 | |
| e | 59260 | 9.7% |
| S | 46491 | 7.6% |
| r | 46491 | 7.6% |
| E | 29630 | 4.9% |
| x | 29630 | 4.9% |
Transmission
Categorical
IMBALANCE  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 221393 |
| Missing (%) | 59.4% |
| Memory size | 13.8 MiB |
| Standard | |
|---|---|
| Powershift | 9867 |
| Powershuttle | 3947 |
| Hydrostatic | 3167 |
| Direct Drive | 284 |
| Other values (2) | 153 |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.3056454 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1258488 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Direct Drive |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Powershift |
Common Values
| Value | Count | Frequency (%) |
| Standard | 134104 | |
| Powershift | 9867 | 2.6% |
| Powershuttle | 3947 | 1.1% |
| Hydrostatic | 3167 | 0.8% |
| Direct Drive | 284 | 0.1% |
| Autoshift | 114 | < 0.1% |
| AutoShift | 39 | < 0.1% |
| (Missing) | 221393 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 134104 | |
| powershift | 9867 | 6.5% |
| powershuttle | 3947 | 2.6% |
| hydrostatic | 3167 | 2.1% |
| direct | 284 | 0.2% |
| drive | 284 | 0.2% |
| autoshift | 153 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 271375 | |
| d | 271375 | |
| t | 158789 | |
| r | 151653 | |
| S | 134143 | |
| n | 134104 | |
| e | 18329 | 1.5% |
| o | 17134 | 1.4% |
| s | 17095 | 1.4% |
| h | 13967 | 1.1% |
| Other values (13) | 70524 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1106359 | |
| Uppercase Letter | 151845 | 12.1% |
| Space Separator | 284 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 271375 | |
| d | 271375 | |
| t | 158789 | |
| r | 151653 | |
| n | 134104 | |
| e | 18329 | 1.7% |
| o | 17134 | 1.5% |
| s | 17095 | 1.5% |
| h | 13967 | 1.3% |
| w | 13814 | 1.2% |
| Other values (7) | 38724 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 134143 | |
| P | 13814 | 9.1% |
| H | 3167 | 2.1% |
| D | 568 | 0.4% |
| A | 153 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1258204 | |
| Common | 284 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 271375 | |
| d | 271375 | |
| t | 158789 | |
| r | 151653 | |
| S | 134143 | |
| n | 134104 | |
| e | 18329 | 1.5% |
| o | 17134 | 1.4% |
| s | 17095 | 1.4% |
| h | 13967 | 1.1% |
| Other values (12) | 70240 | 5.6% |
Common
| Value | Count | Frequency (%) |
| 284 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1258488 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 271375 | |
| d | 271375 | |
| t | 158789 | |
| r | 151653 | |
| S | 134143 | |
| n | 134104 | |
| e | 18329 | 1.5% |
| o | 17134 | 1.4% |
| s | 17095 | 1.4% |
| h | 13967 | 1.1% |
| Other values (13) | 70524 | 5.6% |
Turbocharged
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 369048 |
| Missing (%) | 99.0% |
| Memory size | 11.6 MiB |
| True | 3867 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 3867 | 1.0% |
| (Missing) | 369048 |
Blade_Extension
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 372379 |
| Missing (%) | 99.9% |
| Memory size | 11.6 MiB |
| True | 536 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 536 | 0.1% |
| (Missing) | 372379 |
Blade_Width
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 358112 |
| Missing (%) | 96.0% |
| Memory size | 13.8 MiB |
| 14' | |
|---|---|
| 12' | |
| 16' | 885 |
| 13' | 281 |
| <12' | 63 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0042559 |
| Min length | 3 |
Characters and Unicode
| Total characters | 44472 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12' |
|---|---|
| 2nd row | 14' |
| 3rd row | 12' |
| 4th row | 12' |
| 5th row | 16' |
Common Values
| Value | Count | Frequency (%) |
| 14' | 9042 | 2.4% |
| 12' | 4532 | 1.2% |
| 16' | 885 | 0.2% |
| 13' | 281 | 0.1% |
| <12' | 63 | < 0.1% |
| (Missing) | 358112 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 14 | 9042 | |
| 12 | 4595 | |
| 16 | 885 | 6.0% |
| 13 | 281 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14803 | |
| ' | 14803 | |
| 4 | 9042 | |
| 2 | 4595 | 10.3% |
| 6 | 885 | 2.0% |
| 3 | 281 | 0.6% |
| < | 63 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29606 | |
| Other Punctuation | 14803 | |
| Math Symbol | 63 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14803 | |
| 4 | 9042 | |
| 2 | 4595 | 15.5% |
| 6 | 885 | 3.0% |
| 3 | 281 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 14803 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 63 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44472 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14803 | |
| ' | 14803 | |
| 4 | 9042 | |
| 2 | 4595 | 10.3% |
| 6 | 885 | 2.0% |
| 3 | 281 | 0.6% |
| < | 63 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14803 | |
| ' | 14803 | |
| 4 | 9042 | |
| 2 | 4595 | 10.3% |
| 6 | 885 | 2.0% |
| 3 | 281 | 0.6% |
| < | 63 | 0.1% |
Enclosure_Type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 369554 |
| Missing (%) | 99.1% |
| Memory size | 13.8 MiB |
| Low Profile | |
|---|---|
| High Profile |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.236239 |
| Min length | 11 |
Characters and Unicode
| Total characters | 37765 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low Profile |
|---|---|
| 2nd row | High Profile |
| 3rd row | Low Profile |
| 4th row | Low Profile |
| 5th row | High Profile |
Common Values
| Value | Count | Frequency (%) |
| Low Profile | 2567 | 0.7% |
| High Profile | 794 | 0.2% |
| (Missing) | 369554 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| profile | 3361 | |
| low | 2567 | |
| high | 794 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 5928 | |
| i | 4155 | |
| 3361 | ||
| P | 3361 | |
| r | 3361 | |
| f | 3361 | |
| l | 3361 | |
| e | 3361 | |
| L | 2567 | |
| w | 2567 | |
| Other values (3) | 2382 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27682 | |
| Uppercase Letter | 6722 | 17.8% |
| Space Separator | 3361 | 8.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 5928 | |
| i | 4155 | |
| r | 3361 | |
| f | 3361 | |
| l | 3361 | |
| e | 3361 | |
| w | 2567 | |
| g | 794 | 2.9% |
| h | 794 | 2.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 3361 | |
| L | 2567 | |
| H | 794 | 11.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3361 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34404 | |
| Common | 3361 | 8.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 5928 | |
| i | 4155 | |
| P | 3361 | |
| r | 3361 | |
| f | 3361 | |
| l | 3361 | |
| e | 3361 | |
| L | 2567 | |
| w | 2567 | |
| H | 794 | 2.3% |
| Other values (2) | 1588 | 4.6% |
Common
| Value | Count | Frequency (%) |
| 3361 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 5928 | |
| i | 4155 | |
| 3361 | ||
| P | 3361 | |
| r | 3361 | |
| f | 3361 | |
| l | 3361 | |
| e | 3361 | |
| L | 2567 | |
| w | 2567 | |
| Other values (3) | 2382 |
Engine_Horsepower
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 349872 |
| Missing (%) | 93.8% |
| Memory size | 13.8 MiB |
| No | |
|---|---|
| Variable | 1289 |
Length
| Max length | 8 |
|---|---|
| Median length | 2 |
| Mean length | 2.3356334 |
| Min length | 2 |
Characters and Unicode
| Total characters | 53820 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 21754 | 5.8% |
| Variable | 1289 | 0.3% |
| (Missing) | 349872 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 21754 | |
| variable | 1289 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 21754 | |
| o | 21754 | |
| a | 2578 | 4.8% |
| V | 1289 | 2.4% |
| r | 1289 | 2.4% |
| i | 1289 | 2.4% |
| b | 1289 | 2.4% |
| l | 1289 | 2.4% |
| e | 1289 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 30777 | |
| Uppercase Letter | 23043 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 21754 | |
| a | 2578 | 8.4% |
| r | 1289 | 4.2% |
| i | 1289 | 4.2% |
| b | 1289 | 4.2% |
| l | 1289 | 4.2% |
| e | 1289 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 21754 | |
| V | 1289 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 53820 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 21754 | |
| o | 21754 | |
| a | 2578 | 4.8% |
| V | 1289 | 2.4% |
| r | 1289 | 2.4% |
| i | 1289 | 2.4% |
| b | 1289 | 2.4% |
| l | 1289 | 2.4% |
| e | 1289 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53820 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 21754 | |
| o | 21754 | |
| a | 2578 | 4.8% |
| V | 1289 | 2.4% |
| r | 1289 | 2.4% |
| i | 1289 | 2.4% |
| b | 1289 | 2.4% |
| l | 1289 | 2.4% |
| e | 1289 | 2.4% |
Hydraulics
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 77378 |
| Missing (%) | 20.7% |
| Memory size | 13.8 MiB |
| 2 Valve | |
|---|---|
| Standard | |
| Auxiliary | |
| Base + 1 Function | |
| 3 Valve | 5486 |
| Other values (6) | 3652 |
Length
| Max length | 17 |
|---|---|
| Median length | 9 |
| Mean length | 8.3690164 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2473354 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 Valve |
|---|---|
| 2nd row | 2 Valve |
| 3rd row | 2 Valve |
| 4th row | 2 Valve |
| 5th row | 2 Valve |
Common Values
| Value | Count | Frequency (%) |
| 2 Valve | 131417 | |
| Standard | 92283 | |
| Auxiliary | 40136 | 10.8% |
| Base + 1 Function | 22563 | 6.1% |
| 3 Valve | 5486 | 1.5% |
| 4 Valve | 3011 | 0.8% |
| Base + 3 Function | 298 | 0.1% |
| Base + 2 Function | 127 | < 0.1% |
| Base + 5 Function | 90 | < 0.1% |
| Base + 4 Function | 77 | < 0.1% |
| (Missing) | 77378 |
Length
| Value | Count | Frequency (%) |
| valve | 139914 | |
| 2 | 131544 | |
| standard | 92283 | |
| auxiliary | 40136 | 7.9% |
| base | 23204 | 4.6% |
| 23204 | 4.6% | |
| function | 23204 | 4.6% |
| 1 | 22563 | 4.5% |
| 3 | 5784 | 1.1% |
| 4 | 3088 | 0.6% |
| Other values (2) | 139 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 387820 | |
| 209526 | 8.5% | |
| d | 184566 | 7.5% |
| l | 180050 | 7.3% |
| e | 163118 | 6.6% |
| V | 139914 | 5.7% |
| v | 139914 | 5.7% |
| n | 138691 | 5.6% |
| r | 132419 | 5.4% |
| 2 | 131544 | 5.3% |
| Other values (18) | 665792 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1758765 | |
| Uppercase Letter | 318741 | 12.9% |
| Space Separator | 209526 | 8.5% |
| Decimal Number | 163118 | 6.6% |
| Math Symbol | 23204 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 387820 | |
| d | 184566 | |
| l | 180050 | |
| e | 163118 | |
| v | 139914 | 8.0% |
| n | 138691 | 7.9% |
| r | 132419 | 7.5% |
| t | 115487 | 6.6% |
| i | 103476 | 5.9% |
| u | 63340 | 3.6% |
| Other values (5) | 149884 | 8.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 131544 | |
| 1 | 22563 | 13.8% |
| 3 | 5784 | 3.5% |
| 4 | 3088 | 1.9% |
| 5 | 90 | 0.1% |
| 6 | 49 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 139914 | |
| S | 92283 | |
| A | 40136 | 12.6% |
| B | 23204 | 7.3% |
| F | 23204 | 7.3% |
Space Separator
| Value | Count | Frequency (%) |
| 209526 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 23204 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2077506 | |
| Common | 395848 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 387820 | |
| d | 184566 | |
| l | 180050 | |
| e | 163118 | |
| V | 139914 | 6.7% |
| v | 139914 | 6.7% |
| n | 138691 | 6.7% |
| r | 132419 | 6.4% |
| t | 115487 | 5.6% |
| i | 103476 | 5.0% |
| Other values (10) | 392051 |
Common
| Value | Count | Frequency (%) |
| 209526 | ||
| 2 | 131544 | |
| + | 23204 | 5.9% |
| 1 | 22563 | 5.7% |
| 3 | 5784 | 1.5% |
| 4 | 3088 | 0.8% |
| 5 | 90 | < 0.1% |
| 6 | 49 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2473354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 387820 | |
| 209526 | 8.5% | |
| d | 184566 | 7.5% |
| l | 180050 | 7.3% |
| e | 163118 | 6.6% |
| V | 139914 | 5.7% |
| v | 139914 | 5.7% |
| n | 138691 | 5.6% |
| r | 132419 | 5.4% |
| 2 | 131544 | 5.3% |
| Other values (18) | 665792 |
Pushblock
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 367338 |
| Missing (%) | 98.5% |
| Memory size | 11.6 MiB |
| True | 5577 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 5577 | 1.5% |
| (Missing) | 367338 |
Ripper
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 352845 |
| Missing (%) | 94.6% |
| Memory size | 13.8 MiB |
| Multi Shank | |
|---|---|
| Yes | |
| Single Shank |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 8.22287 |
| Min length | 3 |
Characters and Unicode
| Total characters | 165033 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Single Shank |
| 3rd row | Multi Shank |
| 4th row | Multi Shank |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| Multi Shank | 7659 | 2.1% |
| Yes | 7572 | 2.0% |
| Single Shank | 4839 | 1.3% |
| (Missing) | 352845 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| shank | 12498 | |
| multi | 7659 | |
| yes | 7572 | |
| single | 4839 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 17337 | |
| n | 17337 | |
| l | 12498 | 7.6% |
| i | 12498 | 7.6% |
| 12498 | 7.6% | |
| h | 12498 | 7.6% |
| a | 12498 | 7.6% |
| k | 12498 | 7.6% |
| e | 12411 | 7.5% |
| M | 7659 | 4.6% |
| Other values (5) | 35301 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 119967 | |
| Uppercase Letter | 32568 | 19.7% |
| Space Separator | 12498 | 7.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 17337 | |
| l | 12498 | |
| i | 12498 | |
| h | 12498 | |
| a | 12498 | |
| k | 12498 | |
| e | 12411 | |
| u | 7659 | |
| t | 7659 | |
| s | 7572 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 17337 | |
| M | 7659 | |
| Y | 7572 |
Space Separator
| Value | Count | Frequency (%) |
| 12498 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 152535 | |
| Common | 12498 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 17337 | |
| n | 17337 | |
| l | 12498 | |
| i | 12498 | |
| h | 12498 | |
| a | 12498 | |
| k | 12498 | |
| e | 12411 | |
| M | 7659 | 5.0% |
| u | 7659 | 5.0% |
| Other values (4) | 27642 |
Common
| Value | Count | Frequency (%) |
| 12498 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 165033 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 17337 | |
| n | 17337 | |
| l | 12498 | 7.6% |
| i | 12498 | 7.6% |
| 12498 | 7.6% | |
| h | 12498 | 7.6% |
| a | 12498 | 7.6% |
| k | 12498 | 7.6% |
| e | 12411 | 7.5% |
| M | 7659 | 4.6% |
| Other values (5) | 35301 |
Scarifier
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 361390 |
| Missing (%) | 96.9% |
| Memory size | 11.6 MiB |
| True | 11525 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 11525 | 3.1% |
| (Missing) | 361390 |
Tip_Control
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 364323 |
| Missing (%) | 97.7% |
| Memory size | 13.8 MiB |
| Sideshift & Tip | |
|---|---|
| Tip |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 12.441341 |
| Min length | 3 |
Characters and Unicode
| Total characters | 106896 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sideshift & Tip |
|---|---|
| 2nd row | Sideshift & Tip |
| 3rd row | Sideshift & Tip |
| 4th row | Sideshift & Tip |
| 5th row | Tip |
Common Values
| Value | Count | Frequency (%) |
| Sideshift & Tip | 6760 | 1.8% |
| Tip | 1832 | 0.5% |
| (Missing) | 364323 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tip | 8592 | |
| sideshift | 6760 | |
| 6760 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 22112 | |
| 13520 | ||
| T | 8592 | 8.0% |
| p | 8592 | 8.0% |
| S | 6760 | 6.3% |
| d | 6760 | 6.3% |
| e | 6760 | 6.3% |
| s | 6760 | 6.3% |
| h | 6760 | 6.3% |
| f | 6760 | 6.3% |
| Other values (2) | 13520 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71264 | |
| Uppercase Letter | 15352 | 14.4% |
| Space Separator | 13520 | 12.6% |
| Other Punctuation | 6760 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 22112 | |
| p | 8592 | 12.1% |
| d | 6760 | 9.5% |
| e | 6760 | 9.5% |
| s | 6760 | 9.5% |
| h | 6760 | 9.5% |
| f | 6760 | 9.5% |
| t | 6760 | 9.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 8592 | |
| S | 6760 |
Space Separator
| Value | Count | Frequency (%) |
| 13520 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 6760 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 86616 | |
| Common | 20280 | 19.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 22112 | |
| T | 8592 | 9.9% |
| p | 8592 | 9.9% |
| S | 6760 | 7.8% |
| d | 6760 | 7.8% |
| e | 6760 | 7.8% |
| s | 6760 | 7.8% |
| h | 6760 | 7.8% |
| f | 6760 | 7.8% |
| t | 6760 | 7.8% |
Common
| Value | Count | Frequency (%) |
| 13520 | ||
| & | 6760 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 106896 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 22112 | |
| 13520 | ||
| T | 8592 | 8.0% |
| p | 8592 | 8.0% |
| S | 6760 | 6.3% |
| d | 6760 | 6.3% |
| e | 6760 | 6.3% |
| s | 6760 | 6.3% |
| h | 6760 | 6.3% |
| f | 6760 | 6.3% |
| Other values (2) | 13520 |
Tire_Size
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 327869 |
| Missing (%) | 87.9% |
| Memory size | 13.8 MiB |
| 20.5 | |
|---|---|
| 14" | |
| 23.5 | |
| 26.5 | |
| 17.5 | |
| Other values (11) |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.8714647 |
| Min length | 3 |
Characters and Unicode
| Total characters | 174394 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20.5 |
|---|---|
| 2nd row | 20.5 |
| 3rd row | 14" |
| 4th row | 14" |
| 5th row | 14" |
Common Values
| Value | Count | Frequency (%) |
| 20.5 | 14518 | 3.9% |
| 14" | 8165 | 2.2% |
| 23.5 | 8052 | 2.2% |
| 26.5 | 4091 | 1.1% |
| 17.5 | 3551 | 1.0% |
| 29.5 | 2390 | 0.6% |
| 17.5" | 1665 | 0.4% |
| 20.5" | 668 | 0.2% |
| 13" | 655 | 0.2% |
| 15.5 | 541 | 0.1% |
| Other values (6) | 750 | 0.2% |
| (Missing) | 327869 |
Length
| Value | Count | Frequency (%) |
| 20.5 | 15186 | |
| 23.5 | 8335 | |
| 14 | 8165 | |
| 17.5 | 5216 | 11.6% |
| 26.5 | 4091 | 9.1% |
| 29.5 | 2390 | 5.3% |
| 15.5 | 938 | 2.1% |
| 13 | 655 | 1.5% |
| 7.0 | 43 | 0.1% |
| 23.1 | 16 | < 0.1% |
| Other values (2) | 14 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 37094 | |
| . | 36215 | |
| 2 | 30018 | |
| 0 | 15240 | |
| 1 | 15001 | |
| " | 11900 | 6.8% |
| 3 | 9006 | 5.2% |
| 4 | 8165 | 4.7% |
| 7 | 5259 | 3.0% |
| 6 | 4091 | 2.3% |
| Other values (6) | 2405 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 126264 | |
| Other Punctuation | 48115 | 27.6% |
| Lowercase Letter | 12 | < 0.1% |
| Space Separator | 3 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 37094 | |
| 2 | 30018 | |
| 0 | 15240 | |
| 1 | 15001 | |
| 3 | 9006 | 7.1% |
| 4 | 8165 | 6.5% |
| 7 | 5259 | 4.2% |
| 6 | 4091 | 3.2% |
| 9 | 2390 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 3 | |
| n | 3 | |
| c | 3 | |
| h | 3 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 36215 | |
| " | 11900 | 24.7% |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 174382 | |
| Latin | 12 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 37094 | |
| . | 36215 | |
| 2 | 30018 | |
| 0 | 15240 | |
| 1 | 15001 | |
| " | 11900 | 6.8% |
| 3 | 9006 | 5.2% |
| 4 | 8165 | 4.7% |
| 7 | 5259 | 3.0% |
| 6 | 4091 | 2.3% |
| Other values (2) | 2393 | 1.4% |
Latin
| Value | Count | Frequency (%) |
| i | 3 | |
| n | 3 | |
| c | 3 | |
| h | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 37094 | |
| . | 36215 | |
| 2 | 30018 | |
| 0 | 15240 | |
| 1 | 15001 | |
| " | 11900 | 6.8% |
| 3 | 9006 | 5.2% |
| 4 | 8165 | 4.7% |
| 7 | 5259 | 3.0% |
| 6 | 4091 | 2.3% |
| Other values (6) | 2405 | 1.4% |
Coupler
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 344820 |
| Missing (%) | 92.5% |
| Memory size | 13.8 MiB |
| Manual | |
|---|---|
| Hydraulic |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.6191137 |
| Min length | 6 |
Characters and Unicode
| Total characters | 185964 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manual |
|---|---|
| 2nd row | Manual |
| 3rd row | Manual |
| 4th row | Manual |
| 5th row | Manual |
Common Values
| Value | Count | Frequency (%) |
| Manual | 22297 | 6.0% |
| Hydraulic | 5798 | 1.6% |
| (Missing) | 344820 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manual | 22297 | |
| hydraulic | 5798 | 20.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 50392 | |
| u | 28095 | |
| l | 28095 | |
| M | 22297 | |
| n | 22297 | |
| H | 5798 | 3.1% |
| y | 5798 | 3.1% |
| d | 5798 | 3.1% |
| r | 5798 | 3.1% |
| i | 5798 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 157869 | |
| Uppercase Letter | 28095 | 15.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 50392 | |
| u | 28095 | |
| l | 28095 | |
| n | 22297 | |
| y | 5798 | 3.7% |
| d | 5798 | 3.7% |
| r | 5798 | 3.7% |
| i | 5798 | 3.7% |
| c | 5798 | 3.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 22297 | |
| H | 5798 | 20.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 185964 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 50392 | |
| u | 28095 | |
| l | 28095 | |
| M | 22297 | |
| n | 22297 | |
| H | 5798 | 3.1% |
| y | 5798 | 3.1% |
| d | 5798 | 3.1% |
| r | 5798 | 3.1% |
| i | 5798 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 185964 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 50392 | |
| u | 28095 | |
| l | 28095 | |
| M | 22297 | |
| n | 22297 | |
| H | 5798 | 3.1% |
| y | 5798 | 3.1% |
| d | 5798 | 3.1% |
| r | 5798 | 3.1% |
| i | 5798 | 3.1% |
Coupler_System
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 369861 |
| Missing (%) | 99.2% |
| Memory size | 11.6 MiB |
| True | 3054 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 3054 | 0.8% |
| (Missing) | 369861 |
Grouser_Tracks
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 370062 |
| Missing (%) | 99.2% |
| Memory size | 11.6 MiB |
| True | 2853 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 2853 | 0.8% |
| (Missing) | 370062 |
Hydraulics_Flow
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 332206 |
| Missing (%) | 89.1% |
| Memory size | 13.8 MiB |
| Standard | |
|---|---|
| High Flow | 562 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.0138053 |
| Min length | 8 |
Characters and Unicode
| Total characters | 326234 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 40147 | 10.8% |
| High Flow | 562 | 0.2% |
| (Missing) | 332206 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 40147 | |
| high | 562 | 1.4% |
| flow | 562 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 80294 | |
| d | 80294 | |
| S | 40147 | |
| t | 40147 | |
| n | 40147 | |
| r | 40147 | |
| H | 562 | 0.2% |
| i | 562 | 0.2% |
| g | 562 | 0.2% |
| h | 562 | 0.2% |
| Other values (5) | 2810 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 284401 | |
| Uppercase Letter | 41271 | 12.7% |
| Space Separator | 562 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 80294 | |
| d | 80294 | |
| t | 40147 | |
| n | 40147 | |
| r | 40147 | |
| i | 562 | 0.2% |
| g | 562 | 0.2% |
| h | 562 | 0.2% |
| l | 562 | 0.2% |
| o | 562 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 40147 | |
| H | 562 | 1.4% |
| F | 562 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 562 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 325672 | |
| Common | 562 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 80294 | |
| d | 80294 | |
| S | 40147 | |
| t | 40147 | |
| n | 40147 | |
| r | 40147 | |
| H | 562 | 0.2% |
| i | 562 | 0.2% |
| g | 562 | 0.2% |
| h | 562 | 0.2% |
| Other values (4) | 2248 | 0.7% |
Common
| Value | Count | Frequency (%) |
| 562 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 326234 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 80294 | |
| d | 80294 | |
| S | 40147 | |
| t | 40147 | |
| n | 40147 | |
| r | 40147 | |
| H | 562 | 0.2% |
| i | 562 | 0.2% |
| g | 562 | 0.2% |
| h | 562 | 0.2% |
| Other values (5) | 2810 | 0.9% |
Track_Type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 283243 |
| Missing (%) | 76.0% |
| Memory size | 13.8 MiB |
| Steel | |
|---|---|
| Rubber |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.1379695 |
| Min length | 5 |
Characters and Unicode
| Total characters | 460732 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Steel |
|---|---|
| 2nd row | Steel |
| 3rd row | Steel |
| 4th row | Steel |
| 5th row | Steel |
Common Values
| Value | Count | Frequency (%) |
| Steel | 77300 | 20.7% |
| Rubber | 12372 | 3.3% |
| (Missing) | 283243 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| steel | 77300 | |
| rubber | 12372 | 13.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 166972 | |
| S | 77300 | |
| t | 77300 | |
| l | 77300 | |
| b | 24744 | 5.4% |
| R | 12372 | 2.7% |
| u | 12372 | 2.7% |
| r | 12372 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 371060 | |
| Uppercase Letter | 89672 | 19.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 166972 | |
| t | 77300 | |
| l | 77300 | |
| b | 24744 | 6.7% |
| u | 12372 | 3.3% |
| r | 12372 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 77300 | |
| R | 12372 | 13.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 460732 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 166972 | |
| S | 77300 | |
| t | 77300 | |
| l | 77300 | |
| b | 24744 | 5.4% |
| R | 12372 | 2.7% |
| u | 12372 | 2.7% |
| r | 12372 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 460732 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 166972 | |
| S | 77300 | |
| t | 77300 | |
| l | 77300 | |
| b | 24744 | 5.4% |
| R | 12372 | 2.7% |
| u | 12372 | 2.7% |
| r | 12372 | 2.7% |
Undercarriage_Pad_Width
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 354851 |
| Missing (%) | 95.2% |
| Memory size | 13.8 MiB |
| 32 inch | |
|---|---|
| 28 inch | |
| 24 inch | |
| 20 inch | |
| 30 inch | |
| Other values (13) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.0002214 |
| Min length | 7 |
Characters and Unicode
| Total characters | 126452 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 24 inch |
|---|---|
| 2nd row | 30 inch |
| 3rd row | 30 inch |
| 4th row | 28 inch |
| 5th row | 24 inch |
Common Values
| Value | Count | Frequency (%) |
| 32 inch | 4731 | 1.3% |
| 28 inch | 2845 | 0.8% |
| 24 inch | 2612 | 0.7% |
| 20 inch | 2266 | 0.6% |
| 30 inch | 1455 | 0.4% |
| 36 inch | 1373 | 0.4% |
| 18 inch | 1225 | 0.3% |
| 34 inch | 497 | 0.1% |
| 16 inch | 402 | 0.1% |
| 31 inch | 169 | < 0.1% |
| Other values (8) | 489 | 0.1% |
| (Missing) | 354851 |
Length
| Value | Count | Frequency (%) |
| inch | 18064 | |
| 32 | 4731 | 13.1% |
| 28 | 2845 | 7.9% |
| 24 | 2612 | 7.2% |
| 20 | 2266 | 6.3% |
| 30 | 1455 | 4.0% |
| 36 | 1373 | 3.8% |
| 18 | 1225 | 3.4% |
| 34 | 497 | 1.4% |
| 16 | 402 | 1.1% |
| Other values (9) | 658 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 18064 | ||
| i | 18064 | |
| n | 18064 | |
| c | 18064 | |
| h | 18064 | |
| 2 | 12909 | |
| 3 | 8389 | |
| 8 | 4070 | 3.2% |
| 0 | 3721 | 2.9% |
| 4 | 3156 | 2.5% |
| Other values (5) | 3887 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 72256 | |
| Decimal Number | 36130 | |
| Space Separator | 18064 | 14.3% |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12909 | |
| 3 | 8389 | |
| 8 | 4070 | 11.3% |
| 0 | 3721 | 10.3% |
| 4 | 3156 | 8.7% |
| 1 | 1869 | 5.2% |
| 6 | 1859 | 5.1% |
| 7 | 119 | 0.3% |
| 5 | 38 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 18064 | |
| n | 18064 | |
| c | 18064 | |
| h | 18064 |
Space Separator
| Value | Count | Frequency (%) |
| 18064 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 72256 | |
| Common | 54196 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 18064 | ||
| 2 | 12909 | |
| 3 | 8389 | |
| 8 | 4070 | 7.5% |
| 0 | 3721 | 6.9% |
| 4 | 3156 | 5.8% |
| 1 | 1869 | 3.4% |
| 6 | 1859 | 3.4% |
| 7 | 119 | 0.2% |
| 5 | 38 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| i | 18064 | |
| n | 18064 | |
| c | 18064 | |
| h | 18064 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 126452 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 18064 | ||
| i | 18064 | |
| n | 18064 | |
| c | 18064 | |
| h | 18064 | |
| 2 | 12909 | |
| 3 | 8389 | |
| 8 | 4070 | 3.2% |
| 0 | 3721 | 2.9% |
| 4 | 3156 | 2.5% |
| Other values (5) | 3887 | 3.1% |
Stick_Length
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 353869 |
| Missing (%) | 94.9% |
| Memory size | 13.8 MiB |
| 9' 6" | |
|---|---|
| 10' 6" | |
| 11' 0" | |
| 9' 10" | |
| 9' 8" | |
| Other values (22) |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.5804368 |
| Min length | 5 |
Characters and Unicode
| Total characters | 106285 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 10' 6" |
|---|---|
| 2nd row | 8' 6" |
| 3rd row | 8' 6" |
| 4th row | 8' 6" |
| 5th row | 9' 6" |
Common Values
| Value | Count | Frequency (%) |
| 9' 6" | 5378 | 1.4% |
| 10' 6" | 3250 | 0.9% |
| 11' 0" | 1383 | 0.4% |
| 9' 10" | 1380 | 0.4% |
| 9' 8" | 1367 | 0.4% |
| 9' 7" | 1319 | 0.4% |
| 12' 10" | 1050 | 0.3% |
| 10' 2" | 937 | 0.3% |
| 8' 6" | 792 | 0.2% |
| 8' 2" | 535 | 0.1% |
| Other values (17) | 1655 | 0.4% |
| (Missing) | 353869 |
Length
| Value | Count | Frequency (%) |
| 9 | 9617 | |
| 6 | 9464 | |
| 10 | 7813 | |
| 8 | 3312 | 8.7% |
| 11 | 1674 | 4.4% |
| 2 | 1473 | 3.9% |
| 12 | 1449 | 3.8% |
| 0 | 1383 | 3.6% |
| 7 | 1333 | 3.5% |
| 4 | 318 | 0.8% |
| Other values (7) | 256 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 19046 | |
| 19046 | ||
| " | 19046 | |
| 1 | 12736 | |
| 9 | 9622 | |
| 6 | 9464 | |
| 0 | 9196 | |
| 8 | 3312 | 3.1% |
| 2 | 2922 | 2.7% |
| 7 | 1333 | 1.3% |
| Other values (3) | 562 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49147 | |
| Other Punctuation | 38092 | |
| Space Separator | 19046 | 17.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12736 | |
| 9 | 9622 | |
| 6 | 9464 | |
| 0 | 9196 | |
| 8 | 3312 | 6.7% |
| 2 | 2922 | 5.9% |
| 7 | 1333 | 2.7% |
| 4 | 325 | 0.7% |
| 5 | 168 | 0.3% |
| 3 | 69 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 19046 | |
| " | 19046 |
Space Separator
| Value | Count | Frequency (%) |
| 19046 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 106285 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| ' | 19046 | |
| 19046 | ||
| " | 19046 | |
| 1 | 12736 | |
| 9 | 9622 | |
| 6 | 9464 | |
| 0 | 9196 | |
| 8 | 3312 | 3.1% |
| 2 | 2922 | 2.7% |
| 7 | 1333 | 1.3% |
| Other values (3) | 562 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 106285 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 19046 | |
| 19046 | ||
| " | 19046 | |
| 1 | 12736 | |
| 9 | 9622 | |
| 6 | 9464 | |
| 0 | 9196 | |
| 8 | 3312 | 3.1% |
| 2 | 2922 | 2.7% |
| 7 | 1333 | 1.3% |
| Other values (3) | 562 | 0.5% |
Thumb
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 357241 |
| Missing (%) | 95.8% |
| Memory size | 13.8 MiB |
| Manual | |
|---|---|
| Hydraulic |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 7.3436264 |
| Min length | 6 |
Characters and Unicode
| Total characters | 115104 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hydraulic |
|---|---|
| 2nd row | Hydraulic |
| 3rd row | Manual |
| 4th row | Manual |
| 5th row | Hydraulic |
Common Values
| Value | Count | Frequency (%) |
| Manual | 8654 | 2.3% |
| Hydraulic | 7020 | 1.9% |
| (Missing) | 357241 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manual | 8654 | |
| hydraulic | 7020 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 24328 | |
| u | 15674 | |
| l | 15674 | |
| M | 8654 | 7.5% |
| n | 8654 | 7.5% |
| H | 7020 | 6.1% |
| y | 7020 | 6.1% |
| d | 7020 | 6.1% |
| r | 7020 | 6.1% |
| i | 7020 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 99430 | |
| Uppercase Letter | 15674 | 13.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 24328 | |
| u | 15674 | |
| l | 15674 | |
| n | 8654 | 8.7% |
| y | 7020 | 7.1% |
| d | 7020 | 7.1% |
| r | 7020 | 7.1% |
| i | 7020 | 7.1% |
| c | 7020 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 8654 | |
| H | 7020 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 115104 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 24328 | |
| u | 15674 | |
| l | 15674 | |
| M | 8654 | 7.5% |
| n | 8654 | 7.5% |
| H | 7020 | 6.1% |
| y | 7020 | 6.1% |
| d | 7020 | 6.1% |
| r | 7020 | 6.1% |
| i | 7020 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 115104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 24328 | |
| u | 15674 | |
| l | 15674 | |
| M | 8654 | 7.5% |
| n | 8654 | 7.5% |
| H | 7020 | 6.1% |
| y | 7020 | 6.1% |
| d | 7020 | 6.1% |
| r | 7020 | 6.1% |
| i | 7020 | 6.1% |
Pattern_Changer
Boolean
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 363802 |
| Missing (%) | 97.6% |
| Memory size | 11.6 MiB |
| True | 9057 |
|---|---|
| False | 56 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 9057 | 2.4% |
| False | 56 | < 0.1% |
| (Missing) | 363802 |
Grouser_Type
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 283243 |
| Missing (%) | 76.0% |
| Memory size | 13.8 MiB |
| Double | |
|---|---|
| Triple | |
| Single | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 538032 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Double |
|---|---|
| 2nd row | Triple |
| 3rd row | Double |
| 4th row | Double |
| 5th row | Double |
Common Values
| Value | Count | Frequency (%) |
| Double | 75866 | 20.3% |
| Triple | 13804 | 3.7% |
| Single | 2 | < 0.1% |
| (Missing) | 283243 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| double | 75866 | |
| triple | 13804 | 15.4% |
| single | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 89672 | |
| e | 89672 | |
| D | 75866 | |
| o | 75866 | |
| u | 75866 | |
| b | 75866 | |
| i | 13806 | 2.6% |
| T | 13804 | 2.6% |
| r | 13804 | 2.6% |
| p | 13804 | 2.6% |
| Other values (3) | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 448360 | |
| Uppercase Letter | 89672 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 89672 | |
| e | 89672 | |
| o | 75866 | |
| u | 75866 | |
| b | 75866 | |
| i | 13806 | 3.1% |
| r | 13804 | 3.1% |
| p | 13804 | 3.1% |
| n | 2 | < 0.1% |
| g | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 75866 | |
| T | 13804 | 15.4% |
| S | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 538032 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 89672 | |
| e | 89672 | |
| D | 75866 | |
| o | 75866 | |
| u | 75866 | |
| b | 75866 | |
| i | 13806 | 2.6% |
| T | 13804 | 2.6% |
| r | 13804 | 2.6% |
| p | 13804 | 2.6% |
| Other values (3) | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 538032 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 89672 | |
| e | 89672 | |
| D | 75866 | |
| o | 75866 | |
| u | 75866 | |
| b | 75866 | |
| i | 13806 | 2.6% |
| T | 13804 | 2.6% |
| r | 13804 | 2.6% |
| p | 13804 | 2.6% |
| Other values (3) | 6 | < 0.1% |
Backhoe_Mounting
Boolean
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 372895 |
| Missing (%) | > 99.9% |
| Memory size | 11.6 MiB |
| True | 20 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 20 | < 0.1% |
| (Missing) | 372895 |
Blade_Type
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 308635 |
| Missing (%) | 82.8% |
| Memory size | 13.8 MiB |
| PAT | |
|---|---|
| Straight | |
| Semi U | |
| VPAT | |
| U | 1803 |
| Other values (4) | 2142 |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.4021157 |
| Min length | 1 |
Characters and Unicode
| Total characters | 282968 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Straight |
|---|---|
| 2nd row | Straight |
| 3rd row | PAT |
| 4th row | Straight |
| 5th row | PAT |
Common Values
| Value | Count | Frequency (%) |
| PAT | 35909 | 9.6% |
| Straight | 12500 | 3.4% |
| Semi U | 8306 | 2.2% |
| VPAT | 3620 | 1.0% |
| U | 1803 | 0.5% |
| Angle | 1560 | 0.4% |
| No | 549 | 0.1% |
| Landfill | 23 | < 0.1% |
| Coal | 10 | < 0.1% |
| (Missing) | 308635 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pat | 35909 | |
| straight | 12500 | 17.2% |
| u | 10109 | 13.9% |
| semi | 8306 | 11.4% |
| vpat | 3620 | 5.0% |
| angle | 1560 | 2.1% |
| no | 549 | 0.8% |
| landfill | 23 | < 0.1% |
| coal | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 41089 | |
| P | 39529 | |
| T | 39529 | |
| t | 25000 | |
| i | 20829 | |
| S | 20806 | |
| g | 14060 | 5.0% |
| a | 12533 | 4.4% |
| r | 12500 | 4.4% |
| h | 12500 | 4.4% |
| Other values (13) | 44593 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 155264 | |
| Lowercase Letter | 119398 | |
| Space Separator | 8306 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 25000 | |
| i | 20829 | |
| g | 14060 | |
| a | 12533 | |
| r | 12500 | |
| h | 12500 | |
| e | 9866 | 8.3% |
| m | 8306 | 7.0% |
| l | 1616 | 1.4% |
| n | 1583 | 1.3% |
| Other values (3) | 605 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 41089 | |
| P | 39529 | |
| T | 39529 | |
| S | 20806 | |
| U | 10109 | 6.5% |
| V | 3620 | 2.3% |
| N | 549 | 0.4% |
| L | 23 | < 0.1% |
| C | 10 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 8306 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 274662 | |
| Common | 8306 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 41089 | |
| P | 39529 | |
| T | 39529 | |
| t | 25000 | |
| i | 20829 | |
| S | 20806 | |
| g | 14060 | 5.1% |
| a | 12533 | 4.6% |
| r | 12500 | 4.6% |
| h | 12500 | 4.6% |
| Other values (12) | 36287 |
Common
| Value | Count | Frequency (%) |
| 8306 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 282968 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 41089 | |
| P | 39529 | |
| T | 39529 | |
| t | 25000 | |
| i | 20829 | |
| S | 20806 | |
| g | 14060 | 5.0% |
| a | 12533 | 4.4% |
| r | 12500 | 4.4% |
| h | 12500 | 4.4% |
| Other values (13) | 44593 |
Travel_Controls
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 363493 |
| Missing (%) | 97.5% |
| Memory size | 13.8 MiB |
| Differential Steer | |
|---|---|
| Finger Tip | |
| 2 Pedal | |
| Lever | |
| Pedal | 403 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 13.479198 |
| Min length | 5 |
Characters and Unicode
| Total characters | 127001 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lever |
|---|---|
| 2nd row | 2 Pedal |
| 3rd row | 2 Pedal |
| 4th row | 2 Pedal |
| 5th row | 2 Pedal |
Common Values
| Value | Count | Frequency (%) |
| Differential Steer | 4998 | 1.3% |
| Finger Tip | 2641 | 0.7% |
| 2 Pedal | 847 | 0.2% |
| Lever | 524 | 0.1% |
| Pedal | 403 | 0.1% |
| 1 Speed | 9 | < 0.1% |
| (Missing) | 363493 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| differential | 4998 | |
| steer | 4998 | |
| finger | 2641 | |
| tip | 2641 | |
| pedal | 1250 | 7.0% |
| 2 | 847 | 4.7% |
| lever | 524 | 2.9% |
| 1 | 9 | 0.1% |
| speed | 9 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 24949 | |
| i | 15278 | |
| r | 13161 | |
| f | 9996 | |
| t | 9996 | |
| 8495 | 6.7% | |
| n | 7639 | 6.0% |
| a | 6248 | 4.9% |
| l | 6248 | 4.9% |
| S | 5007 | 3.9% |
| Other values (11) | 19984 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100589 | |
| Uppercase Letter | 17061 | 13.4% |
| Space Separator | 8495 | 6.7% |
| Decimal Number | 856 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 24949 | |
| i | 15278 | |
| r | 13161 | |
| f | 9996 | |
| t | 9996 | |
| n | 7639 | 7.6% |
| a | 6248 | 6.2% |
| l | 6248 | 6.2% |
| p | 2650 | 2.6% |
| g | 2641 | 2.6% |
| Other values (2) | 1783 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5007 | |
| D | 4998 | |
| F | 2641 | |
| T | 2641 | |
| P | 1250 | 7.3% |
| L | 524 | 3.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 847 | |
| 1 | 9 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 8495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117650 | |
| Common | 9351 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 24949 | |
| i | 15278 | |
| r | 13161 | |
| f | 9996 | |
| t | 9996 | |
| n | 7639 | 6.5% |
| a | 6248 | 5.3% |
| l | 6248 | 5.3% |
| S | 5007 | 4.3% |
| D | 4998 | 4.2% |
| Other values (8) | 14130 |
Common
| Value | Count | Frequency (%) |
| 8495 | ||
| 2 | 847 | 9.1% |
| 1 | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127001 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 24949 | |
| i | 15278 | |
| r | 13161 | |
| f | 9996 | |
| t | 9996 | |
| 8495 | 6.7% | |
| n | 7639 | 6.0% |
| a | 6248 | 4.9% |
| l | 6248 | 4.9% |
| S | 5007 | 3.9% |
| Other values (11) | 19984 |
Differential_Type
Categorical
IMBALANCE  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 308097 |
| Missing (%) | 82.6% |
| Memory size | 13.8 MiB |
| Standard | |
|---|---|
| Limited Slip | 1142 |
| No Spin | 207 |
| Locking | 2 |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.0672498 |
| Min length | 7 |
Characters and Unicode
| Total characters | 522903 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 63467 | 17.0% |
| Limited Slip | 1142 | 0.3% |
| No Spin | 207 | 0.1% |
| Locking | 2 | < 0.1% |
| (Missing) | 308097 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 63467 | |
| limited | 1142 | 1.7% |
| slip | 1142 | 1.7% |
| no | 207 | 0.3% |
| spin | 207 | 0.3% |
| locking | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 128076 | |
| a | 126934 | |
| S | 64816 | |
| t | 64609 | |
| n | 63676 | |
| r | 63467 | |
| i | 3635 | 0.7% |
| p | 1349 | 0.3% |
| 1349 | 0.3% | |
| L | 1144 | 0.2% |
| Other values (8) | 3848 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 455387 | |
| Uppercase Letter | 66167 | 12.7% |
| Space Separator | 1349 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 128076 | |
| a | 126934 | |
| t | 64609 | |
| n | 63676 | |
| r | 63467 | |
| i | 3635 | 0.8% |
| p | 1349 | 0.3% |
| l | 1142 | 0.3% |
| e | 1142 | 0.3% |
| m | 1142 | 0.3% |
| Other values (4) | 215 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 64816 | |
| L | 1144 | 1.7% |
| N | 207 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 1349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 521554 | |
| Common | 1349 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 128076 | |
| a | 126934 | |
| S | 64816 | |
| t | 64609 | |
| n | 63676 | |
| r | 63467 | |
| i | 3635 | 0.7% |
| p | 1349 | 0.3% |
| L | 1144 | 0.2% |
| l | 1142 | 0.2% |
| Other values (7) | 2706 | 0.5% |
Common
| Value | Count | Frequency (%) |
| 1349 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 522903 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 128076 | |
| a | 126934 | |
| S | 64816 | |
| t | 64609 | |
| n | 63676 | |
| r | 63467 | |
| i | 3635 | 0.7% |
| p | 1349 | 0.3% |
| 1349 | 0.3% | |
| L | 1144 | 0.2% |
| Other values (8) | 3848 | 0.7% |
Steering_Controls
Categorical
IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 308133 |
| Missing (%) | 82.6% |
| Memory size | 13.8 MiB |
| Conventional | |
|---|---|
| Command Control | 572 |
| Four Wheel Standard | 118 |
| Wheel | 10 |
| No | 1 |
Length
| Max length | 19 |
|---|---|
| Median length | 12 |
| Mean length | 12.038004 |
| Min length | 2 |
Characters and Unicode
| Total characters | 779846 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Conventional |
|---|---|
| 2nd row | Conventional |
| 3rd row | Conventional |
| 4th row | Conventional |
| 5th row | Conventional |
Common Values
| Value | Count | Frequency (%) |
| Conventional | 64081 | 17.2% |
| Command Control | 572 | 0.2% |
| Four Wheel Standard | 118 | < 0.1% |
| Wheel | 10 | < 0.1% |
| No | 1 | < 0.1% |
| (Missing) | 308133 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| conventional | 64081 | |
| command | 572 | 0.9% |
| control | 572 | 0.9% |
| wheel | 128 | 0.2% |
| four | 118 | 0.2% |
| standard | 118 | 0.2% |
| no | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 193505 | |
| o | 129997 | |
| C | 65225 | 8.4% |
| a | 64889 | 8.3% |
| l | 64781 | 8.3% |
| t | 64771 | 8.3% |
| e | 64337 | 8.2% |
| v | 64081 | 8.2% |
| i | 64081 | 8.2% |
| m | 1144 | 0.1% |
| Other values (9) | 3035 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 713448 | |
| Uppercase Letter | 65590 | 8.4% |
| Space Separator | 808 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 193505 | |
| o | 129997 | |
| a | 64889 | 9.1% |
| l | 64781 | 9.1% |
| t | 64771 | 9.1% |
| e | 64337 | 9.0% |
| v | 64081 | 9.0% |
| i | 64081 | 9.0% |
| m | 1144 | 0.2% |
| d | 808 | 0.1% |
| Other values (3) | 1054 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 65225 | |
| W | 128 | 0.2% |
| F | 118 | 0.2% |
| S | 118 | 0.2% |
| N | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 808 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 779038 | |
| Common | 808 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 193505 | |
| o | 129997 | |
| C | 65225 | 8.4% |
| a | 64889 | 8.3% |
| l | 64781 | 8.3% |
| t | 64771 | 8.3% |
| e | 64337 | 8.3% |
| v | 64081 | 8.2% |
| i | 64081 | 8.2% |
| m | 1144 | 0.1% |
| Other values (8) | 2227 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 808 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 779846 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 193505 | |
| o | 129997 | |
| C | 65225 | 8.4% |
| a | 64889 | 8.3% |
| l | 64781 | 8.3% |
| t | 64771 | 8.3% |
| e | 64337 | 8.2% |
| v | 64081 | 8.2% |
| i | 64081 | 8.2% |
| m | 1144 | 0.1% |
| Other values (9) | 3035 | 0.4% |
saleYear
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004.1991 |
| Minimum | 1989 |
|---|---|
| Maximum | 2012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1989 |
|---|---|
| 5-th percentile | 1992 |
| Q1 | 2000 |
| median | 2006 |
| Q3 | 2009 |
| 95-th percentile | 2011 |
| Maximum | 2012 |
| Range | 23 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.9089345 |
|---|---|
| Coefficient of variation (CV) | 0.0029482772 |
| Kurtosis | -0.32923359 |
| Mean | 2004.1991 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.7868436 |
| Sum | 7.473959 × 108 |
| Variance | 34.915507 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2009 | 38247 | 10.3% |
| 2008 | 36332 | 9.7% |
| 2011 | 32516 | 8.7% |
| 2007 | 28991 | 7.8% |
| 2010 | 28329 | 7.6% |
| 2006 | 19696 | 5.3% |
| 2005 | 18100 | 4.9% |
| 2004 | 18046 | 4.8% |
| 2001 | 16124 | 4.3% |
| 2002 | 16062 | 4.3% |
| Other values (14) | 120472 |
| Value | Count | Frequency (%) |
| 1989 | 4805 | |
| 1990 | 4529 | 1.2% |
| 1991 | 5108 | |
| 1992 | 5519 | |
| 1993 | 6303 | |
| 1994 | 7343 | |
| 1995 | 7686 | |
| 1996 | 8179 | |
| 1997 | 8886 | |
| 1998 | 11663 |
| Value | Count | Frequency (%) |
| 2012 | 10367 | 2.8% |
| 2011 | 32516 | |
| 2010 | 28329 | |
| 2009 | 38247 | |
| 2008 | 36332 | |
| 2007 | 28991 | |
| 2006 | 19696 | |
| 2005 | 18100 | |
| 2004 | 18046 | |
| 2003 | 14016 | 3.8% |
saleMonth
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3219018 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4441863 |
|---|---|
| Coefficient of variation (CV) | 0.54480225 |
| Kurtosis | -1.2980288 |
| Mean | 6.3219018 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.21615651 |
| Sum | 2357532 |
| Variance | 11.862419 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 53688 | |
| 2 | 50824 | |
| 6 | 42288 | |
| 9 | 39320 | |
| 12 | 36311 | |
| 5 | 28259 | |
| 4 | 27319 | |
| 10 | 27075 | |
| 11 | 23621 | |
| 8 | 20402 | 5.5% |
| Other values (2) | 23808 |
| Value | Count | Frequency (%) |
| 1 | 9924 | 2.7% |
| 2 | 50824 | |
| 3 | 53688 | |
| 4 | 27319 | |
| 5 | 28259 | |
| 6 | 42288 | |
| 7 | 13884 | 3.7% |
| 8 | 20402 | 5.5% |
| 9 | 39320 | |
| 10 | 27075 |
| Value | Count | Frequency (%) |
| 12 | 36311 | |
| 11 | 23621 | |
| 10 | 27075 | |
| 9 | 39320 | |
| 8 | 20402 | 5.5% |
| 7 | 13884 | 3.7% |
| 6 | 42288 | |
| 5 | 28259 | |
| 4 | 27319 | |
| 3 | 53688 |
saleDate
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.121481 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.4435263 |
|---|---|
| Coefficient of variation (CV) | 0.52374384 |
| Kurtosis | -1.0969815 |
| Mean | 16.121481 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.022644949 |
| Sum | 6011942 |
| Variance | 71.293136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 16897 | 4.5% |
| 16 | 16786 | 4.5% |
| 20 | 14171 | 3.8% |
| 18 | 14073 | 3.8% |
| 12 | 13821 | 3.7% |
| 26 | 13567 | 3.6% |
| 19 | 13425 | 3.6% |
| 9 | 13179 | 3.5% |
| 17 | 12942 | 3.5% |
| 13 | 12877 | 3.5% |
| Other values (21) | 231177 |
| Value | Count | Frequency (%) |
| 1 | 9496 | |
| 2 | 9446 | |
| 3 | 8293 | |
| 4 | 11891 | |
| 5 | 10631 | |
| 6 | 12014 | |
| 7 | 11862 | |
| 8 | 11593 | |
| 9 | 13179 | |
| 10 | 11059 |
| Value | Count | Frequency (%) |
| 31 | 6025 | |
| 30 | 10357 | |
| 29 | 12517 | |
| 28 | 12757 | |
| 27 | 12468 | |
| 26 | 13567 | |
| 25 | 11332 | |
| 24 | 12120 | |
| 23 | 11002 | |
| 22 | 11052 |
saleDayOfWeek
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5730636 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 22103 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4143274 |
|---|---|
| Coefficient of variation (CV) | 0.5496667 |
| Kurtosis | -0.52289016 |
| Mean | 2.5730636 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.21883444 |
| Sum | 959534 |
| Variance | 2.0003219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 111315 | |
| 2 | 83688 | |
| 1 | 71619 | |
| 4 | 39925 | 10.7% |
| 5 | 38696 | 10.4% |
| 0 | 22103 | 5.9% |
| 6 | 5569 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 22103 | 5.9% |
| 1 | 71619 | |
| 2 | 83688 | |
| 3 | 111315 | |
| 4 | 39925 | 10.7% |
| 5 | 38696 | 10.4% |
| 6 | 5569 | 1.5% |
| Value | Count | Frequency (%) |
| 6 | 5569 | 1.5% |
| 5 | 38696 | 10.4% |
| 4 | 39925 | 10.7% |
| 3 | 111315 | |
| 2 | 83688 | |
| 1 | 71619 | |
| 0 | 22103 | 5.9% |
saleDayOfYear
Real number (ℝ)
| Distinct | 360 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.41476 |
| Minimum | 1 |
|---|---|
| Maximum | 365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 82 |
| median | 166 |
| Q3 | 270 |
| 95-th percentile | 344 |
| Maximum | 365 |
| Range | 364 |
| Interquartile range (IQR) | 188 |
Descriptive statistics
| Standard deviation | 104.10706 |
|---|---|
| Coefficient of variation (CV) | 0.58680046 |
| Kurtosis | -1.3396677 |
| Mean | 177.41476 |
| Median Absolute Deviation (MAD) | 94 |
| Skewness | 0.18468481 |
| Sum | 66160625 |
| Variance | 10838.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 3579 | 1.0% |
| 40 | 3238 | 0.9% |
| 88 | 3224 | 0.9% |
| 85 | 3210 | 0.9% |
| 35 | 3113 | 0.8% |
| 89 | 3070 | 0.8% |
| 86 | 2783 | 0.7% |
| 39 | 2767 | 0.7% |
| 44 | 2758 | 0.7% |
| 47 | 2690 | 0.7% |
| Other values (350) | 342483 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 27 | < 0.1% |
| 7 | 94 | |
| 8 | 50 | |
| 9 | 30 | < 0.1% |
| 10 | 92 |
| Value | Count | Frequency (%) |
| 365 | 167 | < 0.1% |
| 364 | 37 | < 0.1% |
| 363 | 266 | 0.1% |
| 362 | 574 | |
| 361 | 34 | < 0.1% |
| 357 | 3 | < 0.1% |
| 356 | 89 | < 0.1% |
| 355 | 46 | < 0.1% |
| 354 | 770 | |
| 353 | 1045 |
| SalesID | SalePrice | MachineID | ModelID | datasource | auctioneerID | YearMade | MachineHoursCurrentMeter | UsageBand | fiModelDesc | fiBaseModel | fiSecondaryDesc | fiModelSeries | fiModelDescriptor | ProductSize | fiProductClassDesc | state | ProductGroup | ProductGroupDesc | Drive_System | Enclosure | Forks | Pad_Type | Ride_Control | Stick | Transmission | Turbocharged | Blade_Extension | Blade_Width | Enclosure_Type | Engine_Horsepower | Hydraulics | Pushblock | Ripper | Scarifier | Tip_Control | Tire_Size | Coupler | Coupler_System | Grouser_Tracks | Hydraulics_Flow | Track_Type | Undercarriage_Pad_Width | Stick_Length | Thumb | Pattern_Changer | Grouser_Type | Backhoe_Mounting | Blade_Type | Travel_Controls | Differential_Type | Steering_Controls | saleYear | saleMonth | saleDate | saleDayOfWeek | saleDayOfYear | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1646770 | 9500.0 | 1126363 | 8434 | 132 | 18.0 | 1974 | NaN | NaN | TD20 | TD20 | NaN | NaN | NaN | Medium | Track Type Tractor, Dozer - 105.0 to 130.0 Horsepower | Texas | TTT | Track Type Tractors | NaN | OROPS | NaN | NaN | NaN | NaN | Direct Drive | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Straight | NaN | NaN | NaN | 1989 | 1 | 17 | 1 | 17 |
| 1 | 1821514 | 14000.0 | 1194089 | 10150 | 132 | 99.0 | 1980 | NaN | NaN | A66 | A66 | NaN | NaN | NaN | NaN | Wheel Loader - 120.0 to 135.0 Horsepower | Florida | WL | Wheel Loader | NaN | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 1989 | 1 | 31 | 1 | 31 |
| 2 | 1505138 | 50000.0 | 1473654 | 4139 | 132 | 99.0 | 1978 | NaN | NaN | D7G | D7 | G | NaN | NaN | Large | Track Type Tractor, Dozer - 190.0 to 260.0 Horsepower | Florida | TTT | Track Type Tractors | NaN | OROPS | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Straight | NaN | NaN | NaN | 1989 | 1 | 31 | 1 | 31 |
| 3 | 1671174 | 16000.0 | 1327630 | 8591 | 132 | 99.0 | 1980 | NaN | NaN | A62 | A62 | NaN | NaN | NaN | NaN | Wheel Loader - Unidentified | Florida | WL | Wheel Loader | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 1989 | 1 | 31 | 1 | 31 |
| 4 | 1329056 | 22000.0 | 1336053 | 4089 | 132 | 99.0 | 1984 | NaN | NaN | D3B | D3 | B | NaN | NaN | NaN | Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower | Florida | TTT | Track Type Tractors | NaN | OROPS | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PAT | Lever | NaN | NaN | 1989 | 1 | 31 | 1 | 31 |
| 5 | 1301884 | 23500.0 | 1182999 | 4123 | 132 | 99.0 | 1976 | NaN | NaN | D6C | D6 | C | NaN | NaN | Medium | Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower | Florida | TTT | Track Type Tractors | NaN | OROPS | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Straight | NaN | NaN | NaN | 1989 | 1 | 31 | 1 | 31 |
| 6 | 1379228 | 31000.0 | 1082797 | 7620 | 132 | 99.0 | 1986 | NaN | NaN | IT12 | IT12 | NaN | NaN | NaN | Compact | Wheel Loader - 60.0 to 80.0 Horsepower | Florida | WL | Wheel Loader | NaN | EROPS | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 1989 | 1 | 31 | 1 | 31 |
| 7 | 1645390 | 11750.0 | 1527216 | 8202 | 132 | 99.0 | 1970 | NaN | NaN | 544 | 544 | NaN | NaN | NaN | NaN | Wheel Loader - 90.0 to 100.0 Horsepower | Florida | WL | Wheel Loader | NaN | OROPS | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 1989 | 1 | 31 | 1 | 31 |
| 8 | 1493279 | 63000.0 | 1363756 | 2759 | 132 | 99.0 | 1987 | NaN | NaN | D5HII | D5 | H | II | NaN | Medium | Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower | Florida | TTT | Track Type Tractors | NaN | EROPS | NaN | NaN | NaN | NaN | Powershift | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PAT | NaN | NaN | NaN | 1989 | 1 | 31 | 1 | 31 |
| 9 | 1449549 | 13000.0 | 1289412 | 3356 | 132 | 99.0 | 1966 | NaN | NaN | 12F | 12 | F | NaN | NaN | NaN | Motorgrader - 45.0 to 130.0 Horsepower | Florida | MG | Motor Graders | No | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | No | Base + 1 Function | NaN | NaN | Yes | Sideshift & Tip | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1989 | 1 | 31 | 1 | 31 |
| SalesID | SalePrice | MachineID | ModelID | datasource | auctioneerID | YearMade | MachineHoursCurrentMeter | UsageBand | fiModelDesc | fiBaseModel | fiSecondaryDesc | fiModelSeries | fiModelDescriptor | ProductSize | fiProductClassDesc | state | ProductGroup | ProductGroupDesc | Drive_System | Enclosure | Forks | Pad_Type | Ride_Control | Stick | Transmission | Turbocharged | Blade_Extension | Blade_Width | Enclosure_Type | Engine_Horsepower | Hydraulics | Pushblock | Ripper | Scarifier | Tip_Control | Tire_Size | Coupler | Coupler_System | Grouser_Tracks | Hydraulics_Flow | Track_Type | Undercarriage_Pad_Width | Stick_Length | Thumb | Pattern_Changer | Grouser_Type | Backhoe_Mounting | Blade_Type | Travel_Controls | Differential_Type | Steering_Controls | saleYear | saleMonth | saleDate | saleDayOfWeek | saleDayOfYear | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 372905 | 6318085 | 5500.0 | 1873607 | 10402 | 149 | 99.0 | 2001 | NaN | NaN | 1300 | 1300 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1251.0 to 1351.0 Lb Operating Capacity | California | SSL | Skid Steer Loaders | NaN | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372906 | 6283634 | 35000.0 | 1930870 | 4701 | 149 | 99.0 | 1998 | NaN | NaN | 544H | 544 | H | NaN | NaN | NaN | Wheel Loader - 120.0 to 135.0 Horsepower | California | WL | Wheel Loader | NaN | EROPS w AC | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | 20.5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 2012 | 4 | 28 | 5 | 119 |
| 372907 | 6282337 | 7500.0 | 1928688 | 22072 | 149 | 99.0 | 2005 | NaN | NaN | 317 | 317 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity | California | SSL | Skid Steer Loaders | NaN | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372908 | 6311321 | 13000.0 | 1823846 | 17311 | 149 | 99.0 | 2005 | NaN | NaN | S175 | S175 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity | California | SSL | Skid Steer Loaders | NaN | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372909 | 6306476 | 53000.0 | 1278794 | 9114 | 149 | 99.0 | 2004 | NaN | NaN | WA320 | WA320 | NaN | NaN | NaN | Medium | Wheel Loader - 150.0 to 175.0 Horsepower | California | WL | Wheel Loader | NaN | EROPS w AC | NaN | NaN | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | 20.5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional | 2012 | 4 | 28 | 5 | 119 |
| 372910 | 6281219 | 39000.0 | 1792049 | 13976 | 149 | 99.0 | 2000 | NaN | NaN | 710VHP | 710 | NaN | NaN | VHP | NaN | Motorgrader - 130.0 to 145.0 Horsepower | California | MG | Motor Graders | No | EROPS w AC | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12' | NaN | No | Base + 1 Function | NaN | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372911 | 6302984 | 16000.0 | 1915521 | 5266 | 149 | 99.0 | 2001 | NaN | NaN | D38E | D38 | E | NaN | NaN | NaN | Track Type Tractor, Dozer - 75.0 to 85.0 Horsepower | California | TTT | Track Type Tractors | NaN | OROPS | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | Multi Shank | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PAT | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372912 | 6324811 | 6000.0 | 1919104 | 19330 | 149 | 99.0 | 2004 | NaN | NaN | 2064 | 2064 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1751.0 to 2201.0 Lb Operating Capacity | California | SSL | Skid Steer Loaders | NaN | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372913 | 6313029 | 16000.0 | 1918416 | 17244 | 149 | 99.0 | 2004 | NaN | NaN | 337G | 337 | G | NaN | NaN | Mini | Hydraulic Excavator, Track - 5.0 to 6.0 Metric Tons | California | TEX | Track Excavators | NaN | EROPS w AC | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |
| 372914 | 6266251 | 55000.0 | 509560 | 3357 | 149 | 99.0 | 1993 | NaN | NaN | 12G | 12 | G | NaN | NaN | NaN | Motorgrader - 130.0 to 145.0 Horsepower | California | MG | Motor Graders | No | OROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14' | NaN | No | Base + 1 Function | Yes | Yes | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2012 | 4 | 28 | 5 | 119 |